From 5b191fc29eb455e94d6a2dc48bc76b4c251ad519 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:13:59 +0200 Subject: [PATCH 01/20] Update. --- .gitattributes | 4 + aisp_template/main.py | 258 ++++++++++++++++++ ...2a3283dd7ab68008b709447f690948f6a269c7.jpg | Bin 0 -> 197132 bytes pyproject.toml | 5 +- uv.lock | 46 +++- zoo/face-quality-assessment.onnx | 3 + zoo/yolov8-lite-s.onnx | 3 + zoo/yolov8-lite-t.onnx | 3 + zoo/yolov8n-face.onnx | 3 + 9 files changed, 323 insertions(+), 2 deletions(-) create mode 100644 aisp_template/main.py create mode 100644 images/3e2a3283dd7ab68008b709447f690948f6a269c7.jpg create mode 100644 zoo/face-quality-assessment.onnx create mode 100644 zoo/yolov8-lite-s.onnx create mode 100644 zoo/yolov8-lite-t.onnx create mode 100644 zoo/yolov8n-face.onnx diff --git a/.gitattributes b/.gitattributes index 127a8a2..d360199 100644 --- a/.gitattributes +++ b/.gitattributes @@ -1 +1,5 @@ *.weights filter=lfs diff=lfs merge=lfs -text +zoo/face-quality-assessment.onnx filter=lfs diff=lfs merge=lfs -text +zoo/yolov8-lite-s.onnx filter=lfs diff=lfs merge=lfs -text +zoo/yolov8-lite-t.onnx filter=lfs diff=lfs merge=lfs -text +zoo/yolov8n-face.onnx filter=lfs diff=lfs merge=lfs -text diff --git a/aisp_template/main.py b/aisp_template/main.py new file mode 100644 index 0000000..94b3df5 --- /dev/null +++ b/aisp_template/main.py @@ -0,0 +1,258 @@ +import argparse +import math + +import cv2 +import numpy as np + + +class YOLOv8FaceDetection: + """YOLOv8 face detection model""" + + def __init__(self, path, conf_thres=0.2, iou_thres=0.5): + self.conf_threshold = conf_thres + self.iou_threshold = iou_thres + self.class_names = ["face"] + self.num_classes = len(self.class_names) + # Initialize model + self.net = cv2.dnn.readNet(path) + self.input_height = 640 + self.input_width = 640 + self.reg_max = 16 + + self.project = np.arange(self.reg_max) + self.strides = (8, 16, 32) + self.feats_hw = [ + ( + math.ceil(self.input_height / self.strides[i]), + math.ceil(self.input_width / self.strides[i]), + ) + for i in range(len(self.strides)) + ] + self.anchors = self.make_anchors(self.feats_hw) + + def make_anchors(self, feats_hw, grid_cell_offset=0.5): + """Generate anchors from features.""" + anchor_points = {} + for i, stride in enumerate(self.strides): + h, w = feats_hw[i] + x = np.arange(0, w) + grid_cell_offset # shift x + y = np.arange(0, h) + grid_cell_offset # shift y + sx, sy = np.meshgrid(x, y) + # sy, sx = np.meshgrid(y, x) + anchor_points[stride] = np.stack((sx, sy), axis=-1).reshape(-1, 2) + return anchor_points + + def softmax(self, x, axis=1): + x_exp = np.exp(x) + # 如果是列向量,则axis=0 + x_sum = np.sum(x_exp, axis=axis, keepdims=True) + s = x_exp / x_sum + return s + + def resize_image(self, srcimg, keep_ratio=True): + top, left, newh, neww = 0, 0, self.input_width, self.input_height + if keep_ratio and srcimg.shape[0] != srcimg.shape[1]: + hw_scale = srcimg.shape[0] / srcimg.shape[1] + if hw_scale > 1: + newh, neww = self.input_height, int(self.input_width / hw_scale) + img = cv2.resize(srcimg, (neww, newh), interpolation=cv2.INTER_AREA) + left = int((self.input_width - neww) * 0.5) + img = cv2.copyMakeBorder( + img, + 0, + 0, + left, + self.input_width - neww - left, + cv2.BORDER_CONSTANT, + value=(0, 0, 0), + ) # add border + else: + newh, neww = int(self.input_height * hw_scale), self.input_width + img = cv2.resize(srcimg, (neww, newh), interpolation=cv2.INTER_AREA) + top = int((self.input_height - newh) * 0.5) + img = cv2.copyMakeBorder( + img, + top, + self.input_height - newh - top, + 0, + 0, + cv2.BORDER_CONSTANT, + value=(0, 0, 0), + ) + else: + img = cv2.resize( + srcimg, + (self.input_width, self.input_height), + interpolation=cv2.INTER_AREA, + ) + return img, newh, neww, top, left + + def detect(self, srcimg): + input_img, newh, neww, padh, padw = self.resize_image( + cv2.cvtColor(srcimg, cv2.COLOR_BGR2RGB) + ) + scale_h, scale_w = srcimg.shape[0] / newh, srcimg.shape[1] / neww + input_img = input_img.astype(np.float32) / 255.0 + + blob = cv2.dnn.blobFromImage(input_img) + self.net.setInput(blob) + outputs = self.net.forward(self.net.getUnconnectedOutLayersNames()) + # if isinstance(outputs, tuple): + # outputs = list(outputs) + # if float(cv2.__version__[:3])>=4.7: + # outputs = [outputs[2], outputs[0], outputs[1]] ###opencv4.7需要这一步,opencv4.5不需要 + # Perform inference on the image + det_bboxes, det_conf, det_classid, landmarks = self.post_process( + outputs, scale_h, scale_w, padh, padw + ) + return det_bboxes, det_conf, det_classid, landmarks + + def post_process(self, preds, scale_h, scale_w, padh, padw): + bboxes, scores, landmarks = [], [], [] + for i, pred in enumerate(preds): + stride = int(self.input_height / pred.shape[2]) + pred = pred.transpose((0, 2, 3, 1)) + + box = pred[..., : self.reg_max * 4] + cls = 1 / (1 + np.exp(-pred[..., self.reg_max * 4 : -15])).reshape((-1, 1)) + kpts = pred[..., -15:].reshape( + (-1, 15) + ) ### x1,y1,score1, ..., x5,y5,score5 + + # tmp = box.reshape(self.feats_hw[i][0], self.feats_hw[i][1], 4, self.reg_max) + tmp = box.reshape(-1, 4, self.reg_max) + bbox_pred = self.softmax(tmp, axis=-1) + bbox_pred = np.dot(bbox_pred, self.project).reshape((-1, 4)) + + bbox = ( + self.distance2bbox( + self.anchors[stride], + bbox_pred, + max_shape=(self.input_height, self.input_width), + ) + * stride + ) + kpts[:, 0::3] = ( + kpts[:, 0::3] * 2.0 + + (self.anchors[stride][:, 0].reshape((-1, 1)) - 0.5) + ) * stride + kpts[:, 1::3] = ( + kpts[:, 1::3] * 2.0 + + (self.anchors[stride][:, 1].reshape((-1, 1)) - 0.5) + ) * stride + kpts[:, 2::3] = 1 / (1 + np.exp(-kpts[:, 2::3])) + + bbox -= np.array([[padw, padh, padw, padh]]) ###合理使用广播法则 + bbox *= np.array([[scale_w, scale_h, scale_w, scale_h]]) + kpts -= np.tile(np.array([padw, padh, 0]), 5).reshape((1, 15)) + kpts *= np.tile(np.array([scale_w, scale_h, 1]), 5).reshape((1, 15)) + + bboxes.append(bbox) + scores.append(cls) + landmarks.append(kpts) + + bboxes = np.concatenate(bboxes, axis=0) + scores = np.concatenate(scores, axis=0) + landmarks = np.concatenate(landmarks, axis=0) + + bboxes_wh = bboxes.copy() + bboxes_wh[:, 2:4] = bboxes[:, 2:4] - bboxes[:, 0:2] ####xywh + classIds = np.argmax(scores, axis=1) + confidences = np.max(scores, axis=1) ####max_class_confidence + + mask = confidences > self.conf_threshold + bboxes_wh = bboxes_wh[mask] ###合理使用广播法则 + confidences = confidences[mask] + classIds = classIds[mask] + landmarks = landmarks[mask] + + indices = cv2.dnn.NMSBoxes( + bboxes_wh.tolist(), + confidences.tolist(), + self.conf_threshold, + self.iou_threshold, + ).flatten() + if len(indices) > 0: + mlvl_bboxes = bboxes_wh[indices] + confidences = confidences[indices] + classIds = classIds[indices] + landmarks = landmarks[indices] + return mlvl_bboxes, confidences, classIds, landmarks + else: + print("nothing detect") + return np.array([]), np.array([]), np.array([]), np.array([]) + + def distance2bbox(self, points, distance, max_shape=None): + x1 = points[:, 0] - distance[:, 0] + y1 = points[:, 1] - distance[:, 1] + x2 = points[:, 0] + distance[:, 2] + y2 = points[:, 1] + distance[:, 3] + if max_shape is not None: + x1 = np.clip(x1, 0, max_shape[1]) + y1 = np.clip(y1, 0, max_shape[0]) + x2 = np.clip(x2, 0, max_shape[1]) + y2 = np.clip(y2, 0, max_shape[0]) + return np.stack([x1, y1, x2, y2], axis=-1) + + def draw_detections(self, image, boxes, scores, kpts): + for box, score, kp in zip(boxes, scores, kpts): + x, y, w, h = box.astype(int) + # Draw rectangle + cv2.rectangle(image, (x, y), (x + w, y + h), (0, 0, 255), thickness=3) + cv2.putText( + image, + "face:" + str(round(score, 2)), + (x, y - 5), + cv2.FONT_HERSHEY_SIMPLEX, + 1, + (0, 0, 255), + thickness=2, + ) + for i in range(5): + cv2.circle( + image, + (int(kp[i * 3]), int(kp[i * 3 + 1])), + 4, + (0, 255, 0), + thickness=-1, + ) + # cv2.putText(image, str(i), (int(kp[i * 3]), int(kp[i * 3 + 1]) - 10), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 0, 0), thickness=1) + return image + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument( + "--imgpath", type=str, default="images/2.jpg", help="image path" + ) + parser.add_argument( + "--modelpath", + type=str, + default="weights/yolov8n-face.onnx", + help="onnx filepath", + ) + parser.add_argument( + "--confThreshold", default=0.45, type=float, help="class confidence" + ) + parser.add_argument( + "--nmsThreshold", default=0.5, type=float, help="nms iou thresh" + ) + args = parser.parse_args() + + # Initialize YOLOv8_face object detector + YOLOv8_face_detector = YOLOv8FaceDetection( + args.modelpath, conf_thres=args.confThreshold, iou_thres=args.nmsThreshold + ) + srcimg = cv2.imread(args.imgpath) + + # Detect Objects + boxes, scores, classids, kpts = YOLOv8_face_detector.detect(srcimg) + + # Draw detections + dstimg = YOLOv8_face_detector.draw_detections(srcimg, boxes, scores, kpts) + # 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b/zoo/yolov8-lite-t.onnx new file mode 100644 index 0000000..cea0505 --- /dev/null +++ b/zoo/yolov8-lite-t.onnx @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:caa9eb121eee8fbf25a5985d3cee4e314df5a08feb4bb8c224fecdeb4afd9b86 +size 2424912 diff --git a/zoo/yolov8n-face.onnx b/zoo/yolov8n-face.onnx new file mode 100644 index 0000000..887e2c0 --- /dev/null +++ b/zoo/yolov8n-face.onnx @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d22820ff253677420e56562f8351955f741bfed7ab4960cf74aed543f52afeb5 +size 12345102 From ba070b49aa2542fe91d4c9a46d925b808032e6fd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:15:06 +0200 Subject: [PATCH 02/20] Fixes. --- README.md | 8 ++------ {aisp_template => model_face}/__init__.py | 0 {aisp_template => model_face}/main.py | 0 3 files changed, 2 insertions(+), 6 deletions(-) rename {aisp_template => model_face}/__init__.py (100%) rename {aisp_template => model_face}/main.py (100%) diff --git a/README.md b/README.md index ab8c655..0611313 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,7 @@ -# Template : How to start and customize? +# Model facet - AISP repository for face detection and recognition -- [ ] Create new repository from this template -- [ ] Inside pyproject.toml rename `package_name` -- [ ] Rename aisp_template directory to `package_name` -- [ ] Update `README.md` -# Template directory structure +# Directory structure - package_name/ - Insert package code here - tests/ - Insert unit tests here diff --git a/aisp_template/__init__.py b/model_face/__init__.py similarity index 100% rename from aisp_template/__init__.py rename to model_face/__init__.py diff --git a/aisp_template/main.py b/model_face/main.py similarity index 100% rename from aisp_template/main.py rename to model_face/main.py From 82ce0f6968ce167dacf56c60c3ee6989c63d2a8e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:26:00 +0200 Subject: [PATCH 03/20] Fixes. --- ...b68008b709447f690948f6a269c7.jpg => 1.jpg} | Bin model_face/main.py | 95 +++--- pyproject.toml | 1 + uv.lock | 273 ++++++++++++++++++ 4 files changed, 318 insertions(+), 51 deletions(-) rename images/{3e2a3283dd7ab68008b709447f690948f6a269c7.jpg => 1.jpg} (100%) diff --git a/images/3e2a3283dd7ab68008b709447f690948f6a269c7.jpg b/images/1.jpg similarity index 100% rename from images/3e2a3283dd7ab68008b709447f690948f6a269c7.jpg rename to images/1.jpg diff --git a/model_face/main.py b/model_face/main.py index 94b3df5..1287fd9 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -3,12 +3,14 @@ import cv2 import numpy as np +import supervision as sv # type: ignore class YOLOv8FaceDetection: """YOLOv8 face detection model""" def __init__(self, path, conf_thres=0.2, iou_thres=0.5): + """Initialize YOLOv8 face detection model.""" self.conf_threshold = conf_thres self.iou_threshold = iou_thres self.class_names = ["face"] @@ -40,16 +42,17 @@ def make_anchors(self, feats_hw, grid_cell_offset=0.5): sx, sy = np.meshgrid(x, y) # sy, sx = np.meshgrid(y, x) anchor_points[stride] = np.stack((sx, sy), axis=-1).reshape(-1, 2) + return anchor_points def softmax(self, x, axis=1): + """Softmax function for multi-class classification.""" x_exp = np.exp(x) - # 如果是列向量,则axis=0 x_sum = np.sum(x_exp, axis=axis, keepdims=True) - s = x_exp / x_sum - return s + return x_exp / x_sum def resize_image(self, srcimg, keep_ratio=True): + """Resize image to input size with padding.""" top, left, newh, neww = 0, 0, self.input_width, self.input_height if keep_ratio and srcimg.shape[0] != srcimg.shape[1]: hw_scale = srcimg.shape[0] / srcimg.shape[1] @@ -87,7 +90,21 @@ def resize_image(self, srcimg, keep_ratio=True): ) return img, newh, neww, top, left - def detect(self, srcimg): + def detect(self, srcimg: np.ndarray) -> sv.Detections: + """ + Detect objects in the image. + + Arguments: + ---------- + srcimg : np.ndarray + Input image in BGR format. + + Returns: + -------- + det_bboxes : np.ndarray + Detected bounding boxes. + + """ input_img, newh, neww, padh, padw = self.resize_image( cv2.cvtColor(srcimg, cv2.COLOR_BGR2RGB) ) @@ -97,15 +114,18 @@ def detect(self, srcimg): blob = cv2.dnn.blobFromImage(input_img) self.net.setInput(blob) outputs = self.net.forward(self.net.getUnconnectedOutLayersNames()) - # if isinstance(outputs, tuple): - # outputs = list(outputs) - # if float(cv2.__version__[:3])>=4.7: - # outputs = [outputs[2], outputs[0], outputs[1]] ###opencv4.7需要这一步,opencv4.5不需要 + # Perform inference on the image det_bboxes, det_conf, det_classid, landmarks = self.post_process( outputs, scale_h, scale_w, padh, padw ) - return det_bboxes, det_conf, det_classid, landmarks + + return sv.Detections( + xyxy=det_bboxes.astype(int), + class_id=det_classid.astype(int), + confidence=det_conf.astype(float), + data={"landmarks": landmarks.astype(float)}, + ) def post_process(self, preds, scale_h, scale_w, padh, padw): bboxes, scores, landmarks = [], [], [] @@ -142,7 +162,7 @@ def post_process(self, preds, scale_h, scale_w, padh, padw): ) * stride kpts[:, 2::3] = 1 / (1 + np.exp(-kpts[:, 2::3])) - bbox -= np.array([[padw, padh, padw, padh]]) ###合理使用广播法则 + bbox -= np.array([[padw, padh, padw, padh]]) bbox *= np.array([[scale_w, scale_h, scale_w, scale_h]]) kpts -= np.tile(np.array([padw, padh, 0]), 5).reshape((1, 15)) kpts *= np.tile(np.array([scale_w, scale_h, 1]), 5).reshape((1, 15)) @@ -161,7 +181,7 @@ def post_process(self, preds, scale_h, scale_w, padh, padw): confidences = np.max(scores, axis=1) ####max_class_confidence mask = confidences > self.conf_threshold - bboxes_wh = bboxes_wh[mask] ###合理使用广播法则 + bboxes_wh = bboxes_wh[mask] confidences = confidences[mask] classIds = classIds[mask] landmarks = landmarks[mask] @@ -178,9 +198,9 @@ def post_process(self, preds, scale_h, scale_w, padh, padw): classIds = classIds[indices] landmarks = landmarks[indices] return mlvl_bboxes, confidences, classIds, landmarks - else: - print("nothing detect") - return np.array([]), np.array([]), np.array([]), np.array([]) + + print("nothing detect") + return np.array([]), np.array([]), np.array([]), np.array([]) def distance2bbox(self, points, distance, max_shape=None): x1 = points[:, 0] - distance[:, 0] @@ -194,41 +214,16 @@ def distance2bbox(self, points, distance, max_shape=None): y2 = np.clip(y2, 0, max_shape[0]) return np.stack([x1, y1, x2, y2], axis=-1) - def draw_detections(self, image, boxes, scores, kpts): - for box, score, kp in zip(boxes, scores, kpts): - x, y, w, h = box.astype(int) - # Draw rectangle - cv2.rectangle(image, (x, y), (x + w, y + h), (0, 0, 255), thickness=3) - cv2.putText( - image, - "face:" + str(round(score, 2)), - (x, y - 5), - cv2.FONT_HERSHEY_SIMPLEX, - 1, - (0, 0, 255), - thickness=2, - ) - for i in range(5): - cv2.circle( - image, - (int(kp[i * 3]), int(kp[i * 3 + 1])), - 4, - (0, 255, 0), - thickness=-1, - ) - # cv2.putText(image, str(i), (int(kp[i * 3]), int(kp[i * 3 + 1]) - 10), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 0, 0), thickness=1) - return image - if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument( - "--imgpath", type=str, default="images/2.jpg", help="image path" + "--imgpath", type=str, default="images/1.jpg", help="image path" ) parser.add_argument( "--modelpath", type=str, - default="weights/yolov8n-face.onnx", + default="zoo/yolov8n-face.onnx", help="onnx filepath", ) parser.add_argument( @@ -240,19 +235,17 @@ def draw_detections(self, image, boxes, scores, kpts): args = parser.parse_args() # Initialize YOLOv8_face object detector + source = cv2.imread(args.imgpath) + + # Detect Objects YOLOv8_face_detector = YOLOv8FaceDetection( args.modelpath, conf_thres=args.confThreshold, iou_thres=args.nmsThreshold ) - srcimg = cv2.imread(args.imgpath) - - # Detect Objects - boxes, scores, classids, kpts = YOLOv8_face_detector.detect(srcimg) + detections = YOLOv8_face_detector.detect(source) # Draw detections - dstimg = 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bc528c5a5f14d62f969837167a3b1b519b5ee39e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:27:37 +0200 Subject: [PATCH 04/20] Fixes. --- model_face/main.py | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/model_face/main.py b/model_face/main.py index 1287fd9..98c7e58 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -129,7 +129,7 @@ def detect(self, srcimg: np.ndarray) -> sv.Detections: def post_process(self, preds, scale_h, scale_w, padh, padw): bboxes, scores, landmarks = [], [], [] - for i, pred in enumerate(preds): + for _i, pred in enumerate(preds): stride = int(self.input_height / pred.shape[2]) pred = pred.transpose((0, 2, 3, 1)) @@ -177,13 +177,13 @@ def post_process(self, preds, scale_h, scale_w, padh, padw): bboxes_wh = bboxes.copy() bboxes_wh[:, 2:4] = bboxes[:, 2:4] - bboxes[:, 0:2] ####xywh - classIds = np.argmax(scores, axis=1) + class_ids = np.argmax(scores, axis=1) confidences = np.max(scores, axis=1) ####max_class_confidence mask = confidences > self.conf_threshold bboxes_wh = bboxes_wh[mask] confidences = confidences[mask] - classIds = classIds[mask] + class_ids = class_ids[mask] landmarks = landmarks[mask] indices = cv2.dnn.NMSBoxes( @@ -191,18 +191,19 @@ def post_process(self, preds, scale_h, scale_w, padh, padw): confidences.tolist(), self.conf_threshold, self.iou_threshold, - ).flatten() + ).flatten() ## type: ignore if len(indices) > 0: mlvl_bboxes = bboxes_wh[indices] confidences = confidences[indices] - classIds = classIds[indices] + class_ids = class_ids[indices] landmarks = landmarks[indices] - return mlvl_bboxes, confidences, classIds, landmarks + return mlvl_bboxes, confidences, class_ids, landmarks print("nothing detect") return np.array([]), np.array([]), np.array([]), np.array([]) def distance2bbox(self, points, distance, max_shape=None): + """Convert distance to bounding box coordinates.""" x1 = points[:, 0] - distance[:, 0] y1 = points[:, 1] - distance[:, 1] x2 = points[:, 0] + distance[:, 2] @@ -212,6 +213,7 @@ def distance2bbox(self, points, distance, max_shape=None): y1 = np.clip(y1, 0, max_shape[0]) x2 = np.clip(x2, 0, max_shape[1]) y2 = np.clip(y2, 0, max_shape[0]) + return np.stack([x1, y1, x2, y2], axis=-1) From 8881cdc0e1d769a7cb88a680fa28bc32def6da0f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:31:24 +0200 Subject: [PATCH 05/20] Fixes. --- model_face/main.py | 16 +++++++++++++--- 1 file changed, 13 insertions(+), 3 deletions(-) diff --git a/model_face/main.py b/model_face/main.py index 98c7e58..29eda7d 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -1,10 +1,13 @@ import argparse +import logging import math import cv2 import numpy as np import supervision as sv # type: ignore +logger = logging.getLogger(__name__) + class YOLOv8FaceDetection: """YOLOv8 face detection model""" @@ -116,12 +119,14 @@ def detect(self, srcimg: np.ndarray) -> sv.Detections: outputs = self.net.forward(self.net.getUnconnectedOutLayersNames()) # Perform inference on the image - det_bboxes, det_conf, det_classid, landmarks = self.post_process( + det_xywh, det_conf, det_classid, landmarks = self.post_process( outputs, scale_h, scale_w, padh, padw ) + det_xyxy = sv.xywh_to_xyxy(det_xywh) + return sv.Detections( - xyxy=det_bboxes.astype(int), + xyxy=det_xyxy.astype(int), class_id=det_classid.astype(int), confidence=det_conf.astype(float), data={"landmarks": landmarks.astype(float)}, @@ -199,7 +204,6 @@ def post_process(self, preds, scale_h, scale_w, padh, padw): landmarks = landmarks[indices] return mlvl_bboxes, confidences, class_ids, landmarks - print("nothing detect") return np.array([]), np.array([]), np.array([]), np.array([]) def distance2bbox(self, points, distance, max_shape=None): @@ -218,6 +222,12 @@ def distance2bbox(self, points, distance, max_shape=None): if __name__ == "__main__": + # Basic logging config to console + logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", + ) + parser = argparse.ArgumentParser() parser.add_argument( "--imgpath", type=str, default="images/1.jpg", help="image path" From 3bf2a4cefc6fd5ea6bfac618684e90fa775ba855 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:34:08 +0200 Subject: [PATCH 06/20] Fixes. --- model_face/main.py | 11 ++++++++--- pyproject.toml | 12 ++++++++---- 2 files changed, 16 insertions(+), 7 deletions(-) diff --git a/model_face/main.py b/model_face/main.py index 29eda7d..c92641a 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -221,7 +221,8 @@ def distance2bbox(self, points, distance, max_shape=None): return np.stack([x1, y1, x2, y2], axis=-1) -if __name__ == "__main__": +def main_detect() -> None: + """Main function to run the detection.""" # Basic logging config to console logging.basicConfig( level=logging.INFO, @@ -250,10 +251,10 @@ def distance2bbox(self, points, distance, max_shape=None): source = cv2.imread(args.imgpath) # Detect Objects - YOLOv8_face_detector = YOLOv8FaceDetection( + detector = YOLOv8FaceDetection( args.modelpath, conf_thres=args.confThreshold, iou_thres=args.nmsThreshold ) - detections = YOLOv8_face_detector.detect(source) + detections = detector.detect(source) # Draw detections annotated = source.copy() @@ -261,3 +262,7 @@ def distance2bbox(self, points, distance, max_shape=None): scene = annotator.annotate(scene=annotated, detections=detections) cv2.imshow("YOLOv8 Face Detection", scene) cv2.waitKey(0) + + +if __name__ == "__main__": + main_detect() diff --git a/pyproject.toml b/pyproject.toml index 1acb11d..81c35b3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,5 +1,5 @@ [project] -name = "Template" +name = "Model-Face" description = "" authors = [{ name = "AISP", email = "kontakt@aisp.pl" }] readme = "README.md" @@ -7,9 +7,9 @@ requires-python = ">=3.11, <3.12" dynamic = ["version"] dependencies = [ - "dotenv>=0.9.9", - "opencv-python>=4.11.0.86", - "supervision>=0.25.1", + "dotenv>=0.9.9", + "opencv-python>=4.11.0.86", + "supervision>=0.25.1", ] [dependency-groups] @@ -89,3 +89,7 @@ markers = [ "manual: marks tests as manual only (deselect with '-m \"not manual\"')", "gpu: marks tests that require GPU", ] + +# Scripts +[project.scripts] +face-detect = "model_face.main:main_detect" From 460416f40be75fdc51fdd4673de5f87033904d24 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:34:38 +0200 Subject: [PATCH 07/20] Fixes. --- uv.lock | 80 ++++++++++++++++++++++++++++----------------------------- 1 file changed, 40 insertions(+), 40 deletions(-) diff --git a/uv.lock b/uv.lock index 3c6fef8..f20bdd1 100644 --- a/uv.lock +++ b/uv.lock @@ -244,6 +244,46 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/d7/68/0d03098b3feb786cbd494df0aac15b571effda7f7cbdec267e8a8d398c16/matplotlib-3.10.1-cp311-cp311-win_amd64.whl", hash = "sha256:11b65088c6f3dae784bc72e8d039a2580186285f87448babb9ddb2ad0082993a", size = 8061281 }, ] +[[package]] +name = "model-face" +source = { editable = "." } +dependencies = [ + { name = "dotenv" }, + { name = "opencv-python" }, + { name = "supervision" }, +] + +[package.dev-dependencies] +dev = [ + { name = "coverage" }, + { name = "mypy" }, + { name = "pre-commit" }, + { name = "pytest" }, + { name = "pytest-cov" }, + { name = "ruff" }, + { name = "taplo" }, + { name = "types-requests" }, +] + +[package.metadata] +requires-dist = [ + { name = "dotenv", specifier = ">=0.9.9" }, + { name = "opencv-python", specifier = ">=4.11.0.86" }, + { name = "supervision", specifier = ">=0.25.1" }, +] + +[package.metadata.requires-dev] +dev = [ + { name = "coverage", specifier = ">=7.8.0" }, + { name = "mypy", specifier = ">=1.15.0" }, + { name = "pre-commit", specifier = ">=4.2.0" }, + { name = "pytest", specifier = ">=8.3.5" }, + { name = "pytest-cov", specifier = ">=6.1.1" }, + { name = "ruff", specifier = ">=0.11.5" }, + { name = "taplo", specifier = ">=0.9.3" }, + { name = "types-requests", specifier = ">=2.32.0.20250328" }, +] + [[package]] name = "mypy" version = "1.15.0" @@ -564,46 +604,6 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/42/3c/df6641d7e2e84a6dd4de3b3a4426db7f6a7270c05bbdeadd523645c9c45f/taplo-0.9.3-py3-none-win_amd64.whl", hash = "sha256:7d80b630b93fb43cee99d1e1ee07b616236dc5615efaf7cd51074b4cffc33bab", size = 3985843 }, ] -[[package]] -name = "template" -source = { editable = "." } -dependencies = [ - { name = "dotenv" }, - { name = "opencv-python" }, - { name = "supervision" }, -] - -[package.dev-dependencies] -dev = [ - { name = "coverage" }, - { name = "mypy" }, - { name = "pre-commit" }, - { name = "pytest" }, - { name = "pytest-cov" }, - { name = "ruff" }, - { name = "taplo" }, - { name = "types-requests" }, -] - -[package.metadata] -requires-dist = [ - { name = "dotenv", specifier = ">=0.9.9" }, - { name = "opencv-python", specifier = ">=4.11.0.86" }, - { name = "supervision", specifier = ">=0.25.1" }, -] - -[package.metadata.requires-dev] -dev = [ - { name = "coverage", specifier = ">=7.8.0" }, - { name = "mypy", specifier = ">=1.15.0" }, - { name = "pre-commit", specifier = ">=4.2.0" }, - { name = "pytest", specifier = ">=8.3.5" }, - { name = "pytest-cov", specifier = ">=6.1.1" }, - { name = "ruff", specifier = ">=0.11.5" }, - { name = "taplo", specifier = ">=0.9.3" }, - { name = "types-requests", specifier = ">=2.32.0.20250328" }, -] - [[package]] name = "tomli" version = "2.2.1" From a323c97deadf55d5aaf2689b6d0b2a8339c5dc6b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:42:05 +0200 Subject: [PATCH 08/20] Fixes. --- model_face/helpers/transformations.py | 64 +++++++++++++++++++++++++++ model_face/main.py | 59 ++++++++++++++++++++++-- pyproject.toml | 1 + 3 files changed, 121 insertions(+), 3 deletions(-) create mode 100644 model_face/helpers/transformations.py diff --git a/model_face/helpers/transformations.py b/model_face/helpers/transformations.py new file mode 100644 index 0000000..0567611 --- /dev/null +++ b/model_face/helpers/transformations.py @@ -0,0 +1,64 @@ +import cv2 +import numpy as np + + +def blur_box( + image: np.ndarray, box: tuple[int, int, int, int], size: int = 10 +) -> np.ndarray: + """Blurred rain on image.""" + x1, y1, x2, y2 = box + image[y1:y2, x1:x2] = cv2.GaussianBlur( + image[y1:y2, x1:x2], (size, size), cv2.BORDER_ISOLATED + ) + return image + + +def pixelate(roi: np.ndarray, pixel_size: int = 8) -> np.ndarray: + """ + Pixelate whole image. + + Parameters: + ---------------- + roi (np.ndarray): Image to pixelate. + pixel_size (int): Pixel size. + + Returns: + ---------------- + np.ndarray: Pixelated image. + """ + temp = cv2.resize( + roi, + (roi.shape[1] // pixel_size, roi.shape[0] // pixel_size), + interpolation=cv2.INTER_NEAREST, + ) + return cv2.resize( + temp, (roi.shape[1], roi.shape[0]), interpolation=cv2.INTER_NEAREST + ) + + +def pixelate_box( + image: np.ndarray, box: tuple[int, int, int, int], pixel_size: int = 8 +) -> np.ndarray: + """ + Pixelate whole image. + + Parameters: + ---------------- + roi (np.ndarray): Image to pixelate. + box : tuple[int,int,int,int]: Box to pixelate. + pixel_size (int): Pixel size. + + Returns: + ---------------- + np.ndarray: Pixelated image. + """ + roi = image[box[1] : box[3], box[0] : box[2]] + downscaled_width = max(1, roi.shape[1] // pixel_size) + downscaled_height = max(1, roi.shape[0] // pixel_size) + box_resized = cv2.resize( + roi, (downscaled_width, downscaled_height), interpolation=cv2.INTER_NEAREST + ) + image[box[1] : box[3], box[0] : box[2]] = cv2.resize( + box_resized, (roi.shape[1], roi.shape[0]), interpolation=cv2.INTER_NEAREST + ) + return image diff --git a/model_face/main.py b/model_face/main.py index c92641a..ea50670 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -4,7 +4,9 @@ import cv2 import numpy as np -import supervision as sv # type: ignore +import supervision as sv + +from model_face.helpers.transformations import blur_box, pixelate_box # type: ignore logger = logging.getLogger(__name__) @@ -240,10 +242,10 @@ def main_detect() -> None: help="onnx filepath", ) parser.add_argument( - "--confThreshold", default=0.45, type=float, help="class confidence" + "--confThreshold", default=0.20, type=float, help="class confidence" ) parser.add_argument( - "--nmsThreshold", default=0.5, type=float, help="nms iou thresh" + "--nmsThreshold", default=0.40, type=float, help="nms iou thresh" ) args = parser.parse_args() @@ -264,5 +266,56 @@ def main_detect() -> None: cv2.waitKey(0) +def main_anonymize() -> None: + """Main function to run the detection.""" + # Basic logging config to console + logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", + ) + + parser = argparse.ArgumentParser() + parser.add_argument( + "--imgpath", type=str, default="images/1.jpg", help="image path" + ) + parser.add_argument( + "--modelpath", + type=str, + default="zoo/yolov8n-face.onnx", + help="onnx filepath", + ) + parser.add_argument( + "--confThreshold", default=0.20, type=float, help="class confidence" + ) + parser.add_argument( + "--nmsThreshold", default=0.40, type=float, help="nms iou thresh" + ) + parser.add_argument( + "--pixelate", action="store_true", help="pixelate the face instead of blurring" + ) + args = parser.parse_args() + + # Initialize YOLOv8_face object detector + source = cv2.imread(args.imgpath) + + # Detect Objects + detector = YOLOv8FaceDetection( + args.modelpath, conf_thres=args.confThreshold, iou_thres=args.nmsThreshold + ) + detections = detector.detect(source) + + # Anonymize + scene = source.copy() + for xyxy in detections.xyxy: + scene = ( + pixelate_box(image=scene, box=xyxy) + if args.pixelate + else blur_box(image=scene, box=xyxy) + ) + + cv2.imshow("YOLOv8 Face Detection", scene) + cv2.waitKey(0) + + if __name__ == "__main__": main_detect() diff --git a/pyproject.toml b/pyproject.toml index 81c35b3..847378d 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -93,3 +93,4 @@ markers = [ # Scripts [project.scripts] face-detect = "model_face.main:main_detect" +face-anonymize = "model_face.main:main_anonymize" From eadf12100b196ef930d087588e734e6cf7ebb482 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:44:22 +0200 Subject: [PATCH 09/20] Fixes. --- model_face/detector/yolov8_face_detector.py | 217 ++++++++++++++++++++ model_face/main.py | 215 +------------------ 2 files changed, 218 insertions(+), 214 deletions(-) create mode 100644 model_face/detector/yolov8_face_detector.py diff --git a/model_face/detector/yolov8_face_detector.py b/model_face/detector/yolov8_face_detector.py new file mode 100644 index 0000000..c7524e7 --- /dev/null +++ b/model_face/detector/yolov8_face_detector.py @@ -0,0 +1,217 @@ +import math + +import cv2 +import numpy as np +import supervision as sv # type: ignore + + +class YOLOv8FaceDetection: + """YOLOv8 face detection model""" + + def __init__(self, path, conf_thres=0.2, iou_thres=0.5): + """Initialize YOLOv8 face detection model.""" + self.conf_threshold = conf_thres + self.iou_threshold = iou_thres + self.class_names = ["face"] + self.num_classes = len(self.class_names) + # Initialize model + self.net = cv2.dnn.readNet(path) + self.input_height = 640 + self.input_width = 640 + self.reg_max = 16 + + self.project = np.arange(self.reg_max) + self.strides = (8, 16, 32) + self.feats_hw = [ + ( + math.ceil(self.input_height / self.strides[i]), + math.ceil(self.input_width / self.strides[i]), + ) + for i in range(len(self.strides)) + ] + self.anchors = self.make_anchors(self.feats_hw) + + def make_anchors(self, feats_hw, grid_cell_offset=0.5): + """Generate anchors from features.""" + anchor_points = {} + for i, stride in enumerate(self.strides): + h, w = feats_hw[i] + x = np.arange(0, w) + grid_cell_offset # shift x + y = np.arange(0, h) + grid_cell_offset # shift y + sx, sy = np.meshgrid(x, y) + # sy, sx = np.meshgrid(y, x) + anchor_points[stride] = np.stack((sx, sy), axis=-1).reshape(-1, 2) + + return anchor_points + + def softmax(self, x, axis=1): + """Softmax function for multi-class classification.""" + x_exp = np.exp(x) + x_sum = np.sum(x_exp, axis=axis, keepdims=True) + return x_exp / x_sum + + def resize_image(self, srcimg, keep_ratio=True): + """Resize image to input size with padding.""" + top, left, newh, neww = 0, 0, self.input_width, self.input_height + if keep_ratio and srcimg.shape[0] != srcimg.shape[1]: + hw_scale = srcimg.shape[0] / srcimg.shape[1] + if hw_scale > 1: + newh, neww = self.input_height, int(self.input_width / hw_scale) + img = cv2.resize(srcimg, (neww, newh), interpolation=cv2.INTER_AREA) + left = int((self.input_width - neww) * 0.5) + img = cv2.copyMakeBorder( + img, + 0, + 0, + left, + self.input_width - neww - left, + cv2.BORDER_CONSTANT, + value=(0, 0, 0), + ) # add border + else: + newh, neww = int(self.input_height * hw_scale), self.input_width + img = cv2.resize(srcimg, (neww, newh), interpolation=cv2.INTER_AREA) + top = int((self.input_height - newh) * 0.5) + img = cv2.copyMakeBorder( + img, + top, + self.input_height - newh - top, + 0, + 0, + cv2.BORDER_CONSTANT, + value=(0, 0, 0), + ) + else: + img = cv2.resize( + srcimg, + (self.input_width, self.input_height), + interpolation=cv2.INTER_AREA, + ) + return img, newh, neww, top, left + + def detect(self, srcimg: np.ndarray) -> sv.Detections: + """ + Detect objects in the image. + + Arguments: + ---------- + srcimg : np.ndarray + Input image in BGR format. + + Returns: + -------- + det_bboxes : np.ndarray + Detected bounding boxes. + + """ + input_img, newh, neww, padh, padw = self.resize_image( + cv2.cvtColor(srcimg, cv2.COLOR_BGR2RGB) + ) + scale_h, scale_w = srcimg.shape[0] / newh, srcimg.shape[1] / neww + input_img = input_img.astype(np.float32) / 255.0 + + blob = cv2.dnn.blobFromImage(input_img) + self.net.setInput(blob) + outputs = self.net.forward(self.net.getUnconnectedOutLayersNames()) + + # Perform inference on the image + det_xywh, det_conf, det_classid, landmarks = self.post_process( + outputs, scale_h, scale_w, padh, padw + ) + + det_xyxy = sv.xywh_to_xyxy(det_xywh) + + return sv.Detections( + xyxy=det_xyxy.astype(int), + class_id=det_classid.astype(int), + confidence=det_conf.astype(float), + data={"landmarks": landmarks.astype(float)}, + ) + + def post_process(self, preds, scale_h, scale_w, padh, padw): + bboxes, scores, landmarks = [], [], [] + for _i, pred in enumerate(preds): + stride = int(self.input_height / pred.shape[2]) + pred = pred.transpose((0, 2, 3, 1)) + + box = pred[..., : self.reg_max * 4] + cls = 1 / (1 + np.exp(-pred[..., self.reg_max * 4 : -15])).reshape((-1, 1)) + kpts = pred[..., -15:].reshape( + (-1, 15) + ) ### x1,y1,score1, ..., x5,y5,score5 + + # tmp = box.reshape(self.feats_hw[i][0], self.feats_hw[i][1], 4, self.reg_max) + tmp = box.reshape(-1, 4, self.reg_max) + bbox_pred = self.softmax(tmp, axis=-1) + bbox_pred = np.dot(bbox_pred, self.project).reshape((-1, 4)) + + bbox = ( + self.distance2bbox( + self.anchors[stride], + bbox_pred, + max_shape=(self.input_height, self.input_width), + ) + * stride + ) + kpts[:, 0::3] = ( + kpts[:, 0::3] * 2.0 + + (self.anchors[stride][:, 0].reshape((-1, 1)) - 0.5) + ) * stride + kpts[:, 1::3] = ( + kpts[:, 1::3] * 2.0 + + (self.anchors[stride][:, 1].reshape((-1, 1)) - 0.5) + ) * stride + kpts[:, 2::3] = 1 / (1 + np.exp(-kpts[:, 2::3])) + + bbox -= np.array([[padw, padh, padw, padh]]) + bbox *= np.array([[scale_w, scale_h, scale_w, scale_h]]) + kpts -= np.tile(np.array([padw, padh, 0]), 5).reshape((1, 15)) + kpts *= np.tile(np.array([scale_w, scale_h, 1]), 5).reshape((1, 15)) + + bboxes.append(bbox) + scores.append(cls) + landmarks.append(kpts) + + bboxes = np.concatenate(bboxes, axis=0) + scores = np.concatenate(scores, axis=0) + landmarks = np.concatenate(landmarks, axis=0) + + bboxes_wh = bboxes.copy() + bboxes_wh[:, 2:4] = bboxes[:, 2:4] - bboxes[:, 0:2] ####xywh + class_ids = np.argmax(scores, axis=1) + confidences = np.max(scores, axis=1) ####max_class_confidence + + mask = confidences > self.conf_threshold + bboxes_wh = bboxes_wh[mask] + confidences = confidences[mask] + class_ids = class_ids[mask] + landmarks = landmarks[mask] + + indices = cv2.dnn.NMSBoxes( + bboxes_wh.tolist(), + confidences.tolist(), + self.conf_threshold, + self.iou_threshold, + ).flatten() ## type: ignore + if len(indices) > 0: + mlvl_bboxes = bboxes_wh[indices] + confidences = confidences[indices] + class_ids = class_ids[indices] + landmarks = landmarks[indices] + return mlvl_bboxes, confidences, class_ids, landmarks + + return np.array([]), np.array([]), np.array([]), np.array([]) + + def distance2bbox(self, points, distance, max_shape=None): + """Convert distance to bounding box coordinates.""" + x1 = points[:, 0] - distance[:, 0] + y1 = points[:, 1] - distance[:, 1] + x2 = points[:, 0] + distance[:, 2] + y2 = points[:, 1] + distance[:, 3] + if max_shape is not None: + x1 = np.clip(x1, 0, max_shape[1]) + y1 = np.clip(y1, 0, max_shape[0]) + x2 = np.clip(x2, 0, max_shape[1]) + y2 = np.clip(y2, 0, max_shape[0]) + + return np.stack([x1, y1, x2, y2], axis=-1) diff --git a/model_face/main.py b/model_face/main.py index ea50670..b181b16 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -1,228 +1,15 @@ import argparse import logging -import math import cv2 -import numpy as np import supervision as sv +from model_face.detector.yolov8_face_detector import YOLOv8FaceDetection from model_face.helpers.transformations import blur_box, pixelate_box # type: ignore logger = logging.getLogger(__name__) -class YOLOv8FaceDetection: - """YOLOv8 face detection model""" - - def __init__(self, path, conf_thres=0.2, iou_thres=0.5): - """Initialize YOLOv8 face detection model.""" - self.conf_threshold = conf_thres - self.iou_threshold = iou_thres - self.class_names = ["face"] - self.num_classes = len(self.class_names) - # Initialize model - self.net = cv2.dnn.readNet(path) - self.input_height = 640 - self.input_width = 640 - self.reg_max = 16 - - self.project = np.arange(self.reg_max) - self.strides = (8, 16, 32) - self.feats_hw = [ - ( - math.ceil(self.input_height / self.strides[i]), - math.ceil(self.input_width / self.strides[i]), - ) - for i in range(len(self.strides)) - ] - self.anchors = self.make_anchors(self.feats_hw) - - def make_anchors(self, feats_hw, grid_cell_offset=0.5): - """Generate anchors from features.""" - anchor_points = {} - for i, stride in enumerate(self.strides): - h, w = feats_hw[i] - x = np.arange(0, w) + grid_cell_offset # shift x - y = np.arange(0, h) + grid_cell_offset # shift y - sx, sy = np.meshgrid(x, y) - # sy, sx = np.meshgrid(y, x) - anchor_points[stride] = np.stack((sx, sy), axis=-1).reshape(-1, 2) - - return anchor_points - - def softmax(self, x, axis=1): - """Softmax function for multi-class classification.""" - x_exp = np.exp(x) - x_sum = np.sum(x_exp, axis=axis, keepdims=True) - return x_exp / x_sum - - def resize_image(self, srcimg, keep_ratio=True): - """Resize image to input size with padding.""" - top, left, newh, neww = 0, 0, self.input_width, self.input_height - if keep_ratio and srcimg.shape[0] != srcimg.shape[1]: - hw_scale = srcimg.shape[0] / srcimg.shape[1] - if hw_scale > 1: - newh, neww = self.input_height, int(self.input_width / hw_scale) - img = cv2.resize(srcimg, (neww, newh), interpolation=cv2.INTER_AREA) - left = int((self.input_width - neww) * 0.5) - img = cv2.copyMakeBorder( - img, - 0, - 0, - left, - self.input_width - neww - left, - cv2.BORDER_CONSTANT, - value=(0, 0, 0), - ) # add border - else: - newh, neww = int(self.input_height * hw_scale), self.input_width - img = cv2.resize(srcimg, (neww, newh), interpolation=cv2.INTER_AREA) - top = int((self.input_height - newh) * 0.5) - img = cv2.copyMakeBorder( - img, - top, - self.input_height - newh - top, - 0, - 0, - cv2.BORDER_CONSTANT, - value=(0, 0, 0), - ) - else: - img = cv2.resize( - srcimg, - (self.input_width, self.input_height), - interpolation=cv2.INTER_AREA, - ) - return img, newh, neww, top, left - - def detect(self, srcimg: np.ndarray) -> sv.Detections: - """ - Detect objects in the image. - - Arguments: - ---------- - srcimg : np.ndarray - Input image in BGR format. - - Returns: - -------- - det_bboxes : np.ndarray - Detected bounding boxes. - - """ - input_img, newh, neww, padh, padw = self.resize_image( - cv2.cvtColor(srcimg, cv2.COLOR_BGR2RGB) - ) - scale_h, scale_w = srcimg.shape[0] / newh, srcimg.shape[1] / neww - input_img = input_img.astype(np.float32) / 255.0 - - blob = cv2.dnn.blobFromImage(input_img) - self.net.setInput(blob) - outputs = self.net.forward(self.net.getUnconnectedOutLayersNames()) - - # Perform inference on the image - det_xywh, det_conf, det_classid, landmarks = self.post_process( - outputs, scale_h, scale_w, padh, padw - ) - - det_xyxy = sv.xywh_to_xyxy(det_xywh) - - return sv.Detections( - xyxy=det_xyxy.astype(int), - class_id=det_classid.astype(int), - confidence=det_conf.astype(float), - data={"landmarks": landmarks.astype(float)}, - ) - - def post_process(self, preds, scale_h, scale_w, padh, padw): - bboxes, scores, landmarks = [], [], [] - for _i, pred in enumerate(preds): - stride = int(self.input_height / pred.shape[2]) - pred = pred.transpose((0, 2, 3, 1)) - - box = pred[..., : self.reg_max * 4] - cls = 1 / (1 + np.exp(-pred[..., self.reg_max * 4 : -15])).reshape((-1, 1)) - kpts = pred[..., -15:].reshape( - (-1, 15) - ) ### x1,y1,score1, ..., x5,y5,score5 - - # tmp = box.reshape(self.feats_hw[i][0], self.feats_hw[i][1], 4, self.reg_max) - tmp = box.reshape(-1, 4, self.reg_max) - bbox_pred = self.softmax(tmp, axis=-1) - bbox_pred = np.dot(bbox_pred, self.project).reshape((-1, 4)) - - bbox = ( - self.distance2bbox( - self.anchors[stride], - bbox_pred, - max_shape=(self.input_height, self.input_width), - ) - * stride - ) - kpts[:, 0::3] = ( - kpts[:, 0::3] * 2.0 - + (self.anchors[stride][:, 0].reshape((-1, 1)) - 0.5) - ) * stride - kpts[:, 1::3] = ( - kpts[:, 1::3] * 2.0 - + (self.anchors[stride][:, 1].reshape((-1, 1)) - 0.5) - ) * stride - kpts[:, 2::3] = 1 / (1 + np.exp(-kpts[:, 2::3])) - - bbox -= np.array([[padw, padh, padw, padh]]) - bbox *= np.array([[scale_w, scale_h, scale_w, scale_h]]) - kpts -= np.tile(np.array([padw, padh, 0]), 5).reshape((1, 15)) - kpts *= np.tile(np.array([scale_w, scale_h, 1]), 5).reshape((1, 15)) - - bboxes.append(bbox) - scores.append(cls) - landmarks.append(kpts) - - bboxes = np.concatenate(bboxes, axis=0) - scores = np.concatenate(scores, axis=0) - landmarks = np.concatenate(landmarks, axis=0) - - bboxes_wh = bboxes.copy() - bboxes_wh[:, 2:4] = bboxes[:, 2:4] - bboxes[:, 0:2] ####xywh - class_ids = np.argmax(scores, axis=1) - confidences = np.max(scores, axis=1) ####max_class_confidence - - mask = confidences > self.conf_threshold - bboxes_wh = bboxes_wh[mask] - confidences = confidences[mask] - class_ids = class_ids[mask] - landmarks = landmarks[mask] - - indices = cv2.dnn.NMSBoxes( - bboxes_wh.tolist(), - confidences.tolist(), - self.conf_threshold, - self.iou_threshold, - ).flatten() ## type: ignore - if len(indices) > 0: - mlvl_bboxes = bboxes_wh[indices] - confidences = confidences[indices] - class_ids = class_ids[indices] - landmarks = landmarks[indices] - return mlvl_bboxes, confidences, class_ids, landmarks - - return np.array([]), np.array([]), np.array([]), np.array([]) - - def distance2bbox(self, points, distance, max_shape=None): - """Convert distance to bounding box coordinates.""" - x1 = points[:, 0] - distance[:, 0] - y1 = points[:, 1] - distance[:, 1] - x2 = points[:, 0] + distance[:, 2] - y2 = points[:, 1] + distance[:, 3] - if max_shape is not None: - x1 = np.clip(x1, 0, max_shape[1]) - y1 = np.clip(y1, 0, max_shape[0]) - x2 = np.clip(x2, 0, max_shape[1]) - y2 = np.clip(y2, 0, max_shape[0]) - - return np.stack([x1, y1, x2, y2], axis=-1) - - def main_detect() -> None: """Main function to run the detection.""" # Basic logging config to console From c7c5d3a2d8ab5aa5dd628724e92efb22be3010b5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:50:04 +0200 Subject: [PATCH 10/20] Fixes. --- model_face/helpers/transformations.py | 27 ++++----------------------- model_face/main.py | 2 +- 2 files changed, 5 insertions(+), 24 deletions(-) diff --git a/model_face/helpers/transformations.py b/model_face/helpers/transformations.py index 0567611..d60ef39 100644 --- a/model_face/helpers/transformations.py +++ b/model_face/helpers/transformations.py @@ -7,35 +7,16 @@ def blur_box( ) -> np.ndarray: """Blurred rain on image.""" x1, y1, x2, y2 = box + box_width = int(x2 - x1) // 2 + box_height = int(y2 - y1) // 2 + size = min(box_width, box_height, size) + size = size + 1 if size % 2 == 0 else size image[y1:y2, x1:x2] = cv2.GaussianBlur( image[y1:y2, x1:x2], (size, size), cv2.BORDER_ISOLATED ) return image -def pixelate(roi: np.ndarray, pixel_size: int = 8) -> np.ndarray: - """ - Pixelate whole image. - - Parameters: - ---------------- - roi (np.ndarray): Image to pixelate. - pixel_size (int): Pixel size. - - Returns: - ---------------- - np.ndarray: Pixelated image. - """ - temp = cv2.resize( - roi, - (roi.shape[1] // pixel_size, roi.shape[0] // pixel_size), - interpolation=cv2.INTER_NEAREST, - ) - return cv2.resize( - temp, (roi.shape[1], roi.shape[0]), interpolation=cv2.INTER_NEAREST - ) - - def pixelate_box( image: np.ndarray, box: tuple[int, int, int, int], pixel_size: int = 8 ) -> np.ndarray: diff --git a/model_face/main.py b/model_face/main.py index b181b16..50f0b2a 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -105,4 +105,4 @@ def main_anonymize() -> None: if __name__ == "__main__": - main_detect() + main_anonymize() From 84dabcc678efbf792f66d97100c12127a7e5265f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:51:12 +0200 Subject: [PATCH 11/20] Fixes. --- README.md | 3 +++ docs/title.png | Bin 0 -> 257327 bytes 2 files changed, 3 insertions(+) create mode 100644 docs/title.png diff --git a/README.md b/README.md index 0611313..7d5092d 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,8 @@ # Model facet - AISP repository for face detection and recognition +Detector used for blurring or pixelating faces in images. Recognizer used for face recognition and verification. + +![Face detection and recognition](docs/title.png) # Directory structure diff --git a/docs/title.png b/docs/title.png new file mode 100644 index 0000000000000000000000000000000000000000..a0d9908108f4677ca4b2cf81f628724fc7ddb6e0 GIT binary patch literal 257327 zcmXten&e*4j2{E!|&ypqk8Y5yXG084_SqnqiBcrS# zBgPt1wDM`DfWREhdPKreE==yEN{v zeX_Tk*MDt*p=Ac-k9&dCpsQc z`qq?Hq|*8pKM671^4nT=7xW$2Z}IN;*$X?KK4k@g-bJ4mi56x6E<+gCFGtNHlCcz8 zB<(KPGwip@p$$8zt-~2CSyWC0!@zmuaXD5PZf*7o1cd?@7lyszIg9#Dqj#X;MFg^r zbw!u7=8Zr9tOZ1`#ktxpmw)dT<15^-u9-SpR5I)=FYwLgXI(qALush42*G08V!0Z6 z+*z+z^0($fB4>3|GV0+=E*PX;R*y}yXQ6$oX}CsPTwEL!-b1IliH1k@zd-W4r|vK8 zA8gMrv>rb?&2yuKos5LV<^S6#sIg1pMz!q!%?xR|mt5!;Th)3JdB!(XT1j3G(cco_ zmsezjHoRYGLP|>+ez+Dyze~$(%1RW!*`L!AxbOAWttQ{!&+}wuSm?I>&g$JT%ZW+0 z!I0gXp(oEyhQr!$S<_9|cKKi)_0u{dilM=q+hb#t`e{B1tCrvv%Jk{RgVyO)a-@w6 zl>KD~%y#9(mpDn#`dUn=*^t_eSoK{ln4#t#uM{LI=fpc|8Xga;9H;mm>@1J|O01S@ 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a/model_face/main.py +++ b/model_face/main.py @@ -80,6 +80,8 @@ def main_anonymize() -> None: parser.add_argument( "--pixelate", action="store_true", help="pixelate the face instead of blurring" ) + parser.add_argument("--inplace", action="store_true", help="inplace anonymization") + parser.add_argument("--verbose", action="store_true", help="Show image") args = parser.parse_args() # Initialize YOLOv8_face object detector @@ -92,16 +94,23 @@ def main_anonymize() -> None: detections = detector.detect(source) # Anonymize - scene = source.copy() + anonymized_im = source.copy() for xyxy in detections.xyxy: - scene = ( - pixelate_box(image=scene, box=xyxy) + anonymized_im = ( + pixelate_box(image=anonymized_im, box=xyxy) if args.pixelate - else blur_box(image=scene, box=xyxy) + else blur_box(image=anonymized_im, box=xyxy) ) - cv2.imshow("YOLOv8 Face Detection", scene) - cv2.waitKey(0) + # Save : Only if inplace is set and found faces + if args.inplace and detections != sv.Detections.empty(): + cv2.imwrite(args.imgpath, anonymized_im) + logger.info(f"Saved anonymized image to {args.imgpath}") + + # Show image + if args.verbose: + cv2.imshow("YOLOv8 Face Detection", anonymized_im) + cv2.waitKey(0) if __name__ == "__main__": From 46a3806004b6bcd4b79f8f159a0aac4e3399bd94 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:55:15 +0200 Subject: [PATCH 13/20] Fixes. --- model_face/main.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/model_face/main.py b/model_face/main.py index 542811a..43fc8c1 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -93,6 +93,12 @@ def main_anonymize() -> None: ) detections = detector.detect(source) + # Logging : How many faces detected + if detections == sv.Detections.empty(): + logger.warning("No faces detected.") + else: + logger.info(f"Detected {len(detections)} faces.") + # Anonymize anonymized_im = source.copy() for xyxy in detections.xyxy: From 89e00c40311e5e40207fe3f3a4051952a16bb058 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:56:41 +0200 Subject: [PATCH 14/20] Fixes. --- model_face/main.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/model_face/main.py b/model_face/main.py index 43fc8c1..53bbc3a 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -115,6 +115,10 @@ def main_anonymize() -> None: # Show image if args.verbose: + box_annotator = sv.BoxAnnotator() + anonymized_im = box_annotator.annotate( + scene=anonymized_im, detections=detections + ) cv2.imshow("YOLOv8 Face Detection", anonymized_im) cv2.waitKey(0) From beca2f36bcbf4e44aaa8e73ba3775b87e65b5ee8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 14:57:46 +0200 Subject: [PATCH 15/20] Fixes. --- images/1.jpg | Bin 197132 -> 221528 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/images/1.jpg b/images/1.jpg index 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z@maGyF>biG0ON9r70I70p&ka=z;zb3)EA43R`;cb8EMoYe7Nw+lbm3Y-oAe}t1mo~ z!53zPn}V5;7MwmS%U6`(X>0BfU#LDni|PA zW}dUfX>l2QXj)3Q?HL=+cOUCs);LDd*Av2hSl3#gsP{-bD zgf=)GyYg$@&_zaE9J-jzvoWI3CqNVc>B< cn3@D;O#o(3y)ul+_oN17`_Kkt`_Kpf*)?7>RsaA1 From afb58e78ab30b5faba03ef5bc9202ad2c19d1cc6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 15:01:35 +0200 Subject: [PATCH 16/20] Fixes. --- model_face/detector/yolov8_face_detector.py | 7 ++++++- model_face/main.py | 2 ++ 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/model_face/detector/yolov8_face_detector.py b/model_face/detector/yolov8_face_detector.py index c7524e7..dfef804 100644 --- a/model_face/detector/yolov8_face_detector.py +++ b/model_face/detector/yolov8_face_detector.py @@ -8,7 +8,7 @@ class YOLOv8FaceDetection: """YOLOv8 face detection model""" - def __init__(self, path, conf_thres=0.2, iou_thres=0.5): + def __init__(self, path, conf_thres=0.2, iou_thres=0.5, padding: int = 10): """Initialize YOLOv8 face detection model.""" self.conf_threshold = conf_thres self.iou_threshold = iou_thres @@ -19,6 +19,7 @@ def __init__(self, path, conf_thres=0.2, iou_thres=0.5): self.input_height = 640 self.input_width = 640 self.reg_max = 16 + self.padding = padding self.project = np.arange(self.reg_max) self.strides = (8, 16, 32) @@ -119,6 +120,10 @@ def detect(self, srcimg: np.ndarray) -> sv.Detections: outputs, scale_h, scale_w, padh, padw ) + # Padding : Increase width/height by +padding in px + det_xywh[:, 2:] += self.padding + + # Convert to xyxy format det_xyxy = sv.xywh_to_xyxy(det_xywh) return sv.Detections( diff --git a/model_face/main.py b/model_face/main.py index 53bbc3a..f031d24 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -80,6 +80,7 @@ def main_anonymize() -> None: parser.add_argument( "--pixelate", action="store_true", help="pixelate the face instead of blurring" ) + parser.add_argument("--padding", default=5, type=int, help="Bounding box padding size in px") parser.add_argument("--inplace", action="store_true", help="inplace anonymization") parser.add_argument("--verbose", action="store_true", help="Show image") args = parser.parse_args() @@ -90,6 +91,7 @@ def main_anonymize() -> None: # Detect Objects detector = YOLOv8FaceDetection( args.modelpath, conf_thres=args.confThreshold, iou_thres=args.nmsThreshold + padding=args.padding ) detections = detector.detect(source) From d9d25cecee69446fb74ae90effbffe1a64cd0202 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 15:03:55 +0200 Subject: [PATCH 17/20] Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --- model_face/helpers/transformations.py | 14 +++++++++++++- model_face/main.py | 6 +++--- 2 files changed, 16 insertions(+), 4 deletions(-) diff --git a/model_face/helpers/transformations.py b/model_face/helpers/transformations.py index d60ef39..1595daa 100644 --- a/model_face/helpers/transformations.py +++ b/model_face/helpers/transformations.py @@ -5,7 +5,19 @@ def blur_box( image: np.ndarray, box: tuple[int, int, int, int], size: int = 10 ) -> np.ndarray: - """Blurred rain on image.""" + """ + Apply a Gaussian blur to a specified rectangular region (box) within the image. + + Parameters: + ---------------- + image (np.ndarray): The input image to modify. + box (tuple[int, int, int, int]): The rectangular region to blur, defined as (x1, y1, x2, y2). + size (int): The maximum kernel size for the Gaussian blur. Must be a positive odd integer. + + Returns: + ---------------- + np.ndarray: The image with the specified region blurred. + """ x1, y1, x2, y2 = box box_width = int(x2 - x1) // 2 box_height = int(y2 - y1) // 2 diff --git a/model_face/main.py b/model_face/main.py index f031d24..95b7128 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -10,14 +10,14 @@ logger = logging.getLogger(__name__) -def main_detect() -> None: - """Main function to run the detection.""" - # Basic logging config to console +def configure_logging() -> None: + """Configure logging for the application.""" logging.basicConfig( level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", ) +def main_detect() -> None: parser = argparse.ArgumentParser() parser.add_argument( "--imgpath", type=str, default="images/1.jpg", help="image path" From 1704c2ffda707f26db2ab73ff7330e33e57e2300 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 15:05:17 +0200 Subject: [PATCH 18/20] Fixes. --- model_face/main.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/model_face/main.py b/model_face/main.py index 95b7128..c1d3044 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -17,6 +17,7 @@ def configure_logging() -> None: format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", ) + def main_detect() -> None: parser = argparse.ArgumentParser() parser.add_argument( @@ -80,7 +81,9 @@ def main_anonymize() -> None: parser.add_argument( "--pixelate", action="store_true", help="pixelate the face instead of blurring" ) - parser.add_argument("--padding", default=5, type=int, help="Bounding box padding size in px") + parser.add_argument( + "--padding", default=5, type=int, help="Bounding box padding size in px" + ) parser.add_argument("--inplace", action="store_true", help="inplace anonymization") parser.add_argument("--verbose", action="store_true", help="Show image") args = parser.parse_args() @@ -90,8 +93,10 @@ def main_anonymize() -> None: # Detect Objects detector = YOLOv8FaceDetection( - args.modelpath, conf_thres=args.confThreshold, iou_thres=args.nmsThreshold - padding=args.padding + args.modelpath, + conf_thres=args.confThreshold, + iou_thres=args.nmsThreshold, + padding=args.padding, ) detections = detector.detect(source) From 561880e16728d86b93ec8929ee6bc2e21bccd6ef Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 15:10:06 +0200 Subject: [PATCH 19/20] Apply suggestions from code review Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --- README.md | 2 +- model_face/helpers/transformations.py | 10 +++++----- model_face/main.py | 7 ++----- 3 files changed, 8 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index 7d5092d..dbc2ffc 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# Model facet - AISP repository for face detection and recognition +# Model-Face - AISP repository for face detection and recognition Detector used for blurring or pixelating faces in images. Recognizer used for face recognition and verification. diff --git a/model_face/helpers/transformations.py b/model_face/helpers/transformations.py index 1595daa..d2772f4 100644 --- a/model_face/helpers/transformations.py +++ b/model_face/helpers/transformations.py @@ -33,17 +33,17 @@ def pixelate_box( image: np.ndarray, box: tuple[int, int, int, int], pixel_size: int = 8 ) -> np.ndarray: """ - Pixelate whole image. + Pixelate a specified rectangular region (box) within the image. Parameters: ---------------- - roi (np.ndarray): Image to pixelate. - box : tuple[int,int,int,int]: Box to pixelate. - pixel_size (int): Pixel size. + image (np.ndarray): The input image to modify. + box (tuple[int, int, int, int]): The rectangular region to pixelate, defined as (x1, y1, x2, y2). + pixel_size (int): The size of the pixels in the pixelated region. Returns: ---------------- - np.ndarray: Pixelated image. + np.ndarray: The image with the specified region pixelated. """ roi = image[box[1] : box[3], box[0] : box[2]] downscaled_width = max(1, roi.shape[1] // pixel_size) diff --git a/model_face/main.py b/model_face/main.py index c1d3044..9b32ee2 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -56,11 +56,8 @@ def main_detect() -> None: def main_anonymize() -> None: """Main function to run the detection.""" - # Basic logging config to console - logging.basicConfig( - level=logging.INFO, - format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", - ) + # Configure logging + configure_logging() parser = argparse.ArgumentParser() parser.add_argument( From be788b6ad0fc103fd56985e2e248a21ce74bade8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?S=C5=82awomir=20Paszko?= Date: Fri, 2 May 2025 15:12:49 +0200 Subject: [PATCH 20/20] Fixes. --- .vscode/extensions.json | 9 ++--- .vscode/settings.json | 9 +++-- model_face/detector/yolov8_face_detector.py | 22 +++-------- model_face/helpers/transformations.py | 17 +++----- model_face/main.py | 44 ++++++--------------- pyproject.toml | 1 + 6 files changed, 32 insertions(+), 70 deletions(-) diff --git a/.vscode/extensions.json b/.vscode/extensions.json index 3abb900..53748ed 100644 --- a/.vscode/extensions.json +++ b/.vscode/extensions.json @@ -5,15 +5,14 @@ // List of extensions which should be recommended for users of this workspace. "recommendations": [ "ms-python.python", - "ms-python.black-formatter", - "ms-python.flake8", - "ms-python.isort", + "charliermarsh.ruff", "ms-python.mypy-type-checker", "tamasfe.even-better-toml" ], // List of extensions recommended by VS Code that should not be recommended for users of this workspace. "unwantedRecommendations": [ - + "ms-python.isort", + "ms-python.black-formatter", ] -} \ No newline at end of file +} diff --git a/.vscode/settings.json b/.vscode/settings.json index 485af48..b0d412a 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -1,9 +1,10 @@ { "[python]": { - "editor.defaultFormatter": "ms-python.black-formatter", + "editor.defaultFormatter": "charliermarsh.ruff", "editor.formatOnSave": true, "editor.codeActionsOnSave": { - "source.organizeImports": "explicit" + "source.organizeImports": "always", + "source.fixAll.ruff": "explicit" }, }, "[toml]": { @@ -19,7 +20,9 @@ "cSpell.enabled": false, "python.testing.pytestArgs": [ "tests", + "-m not manual" ], + "github.copilot.nextEditSuggestions.enabled": false, "python.testing.unittestEnabled": false, "python.testing.pytestEnabled": true, "flake8.importStrategy": "fromEnvironment", @@ -46,4 +49,4 @@ "**/aisp-albumentations/**": true, }, "cmake.ignoreCMakeListsMissing": true, -} \ No newline at end of file +} diff --git a/model_face/detector/yolov8_face_detector.py b/model_face/detector/yolov8_face_detector.py index dfef804..dad39d9 100644 --- a/model_face/detector/yolov8_face_detector.py +++ b/model_face/detector/yolov8_face_detector.py @@ -105,9 +105,7 @@ def detect(self, srcimg: np.ndarray) -> sv.Detections: Detected bounding boxes. """ - input_img, newh, neww, padh, padw = self.resize_image( - cv2.cvtColor(srcimg, cv2.COLOR_BGR2RGB) - ) + input_img, newh, neww, padh, padw = self.resize_image(cv2.cvtColor(srcimg, cv2.COLOR_BGR2RGB)) scale_h, scale_w = srcimg.shape[0] / newh, srcimg.shape[1] / neww input_img = input_img.astype(np.float32) / 255.0 @@ -116,9 +114,7 @@ def detect(self, srcimg: np.ndarray) -> sv.Detections: outputs = self.net.forward(self.net.getUnconnectedOutLayersNames()) # Perform inference on the image - det_xywh, det_conf, det_classid, landmarks = self.post_process( - outputs, scale_h, scale_w, padh, padw - ) + det_xywh, det_conf, det_classid, landmarks = self.post_process(outputs, scale_h, scale_w, padh, padw) # Padding : Increase width/height by +padding in px det_xywh[:, 2:] += self.padding @@ -141,9 +137,7 @@ def post_process(self, preds, scale_h, scale_w, padh, padw): box = pred[..., : self.reg_max * 4] cls = 1 / (1 + np.exp(-pred[..., self.reg_max * 4 : -15])).reshape((-1, 1)) - kpts = pred[..., -15:].reshape( - (-1, 15) - ) ### x1,y1,score1, ..., x5,y5,score5 + kpts = pred[..., -15:].reshape((-1, 15)) ### x1,y1,score1, ..., x5,y5,score5 # tmp = box.reshape(self.feats_hw[i][0], self.feats_hw[i][1], 4, self.reg_max) tmp = box.reshape(-1, 4, self.reg_max) @@ -158,14 +152,8 @@ def post_process(self, preds, scale_h, scale_w, padh, padw): ) * stride ) - kpts[:, 0::3] = ( - kpts[:, 0::3] * 2.0 - + (self.anchors[stride][:, 0].reshape((-1, 1)) - 0.5) - ) * stride - kpts[:, 1::3] = ( - kpts[:, 1::3] * 2.0 - + (self.anchors[stride][:, 1].reshape((-1, 1)) - 0.5) - ) * stride + kpts[:, 0::3] = (kpts[:, 0::3] * 2.0 + (self.anchors[stride][:, 0].reshape((-1, 1)) - 0.5)) * stride + kpts[:, 1::3] = (kpts[:, 1::3] * 2.0 + (self.anchors[stride][:, 1].reshape((-1, 1)) - 0.5)) * stride kpts[:, 2::3] = 1 / (1 + np.exp(-kpts[:, 2::3])) bbox -= np.array([[padw, padh, padw, padh]]) diff --git a/model_face/helpers/transformations.py b/model_face/helpers/transformations.py index d2772f4..f24a026 100644 --- a/model_face/helpers/transformations.py +++ b/model_face/helpers/transformations.py @@ -2,9 +2,7 @@ import numpy as np -def blur_box( - image: np.ndarray, box: tuple[int, int, int, int], size: int = 10 -) -> np.ndarray: +def blur_box(image: np.ndarray, box: tuple[int, int, int, int], size: int = 10) -> np.ndarray: """ Apply a Gaussian blur to a specified rectangular region (box) within the image. @@ -19,19 +17,16 @@ def blur_box( np.ndarray: The image with the specified region blurred. """ x1, y1, x2, y2 = box + box_width = int(x2 - x1) // 2 box_height = int(y2 - y1) // 2 size = min(box_width, box_height, size) size = size + 1 if size % 2 == 0 else size - image[y1:y2, x1:x2] = cv2.GaussianBlur( - image[y1:y2, x1:x2], (size, size), cv2.BORDER_ISOLATED - ) + image[y1:y2, x1:x2] = cv2.GaussianBlur(image[y1:y2, x1:x2], (size, size), cv2.BORDER_ISOLATED) return image -def pixelate_box( - image: np.ndarray, box: tuple[int, int, int, int], pixel_size: int = 8 -) -> np.ndarray: +def pixelate_box(image: np.ndarray, box: tuple[int, int, int, int], pixel_size: int = 8) -> np.ndarray: """ Pixelate a specified rectangular region (box) within the image. @@ -48,9 +43,7 @@ def pixelate_box( roi = image[box[1] : box[3], box[0] : box[2]] downscaled_width = max(1, roi.shape[1] // pixel_size) downscaled_height = max(1, roi.shape[0] // pixel_size) - box_resized = cv2.resize( - roi, (downscaled_width, downscaled_height), interpolation=cv2.INTER_NEAREST - ) + box_resized = cv2.resize(roi, (downscaled_width, downscaled_height), interpolation=cv2.INTER_NEAREST) image[box[1] : box[3], box[0] : box[2]] = cv2.resize( box_resized, (roi.shape[1], roi.shape[0]), interpolation=cv2.INTER_NEAREST ) diff --git a/model_face/main.py b/model_face/main.py index 9b32ee2..3ae4e2e 100644 --- a/model_face/main.py +++ b/model_face/main.py @@ -20,30 +20,22 @@ def configure_logging() -> None: def main_detect() -> None: parser = argparse.ArgumentParser() - parser.add_argument( - "--imgpath", type=str, default="images/1.jpg", help="image path" - ) + parser.add_argument("--imgpath", type=str, default="images/1.jpg", help="image path") parser.add_argument( "--modelpath", type=str, default="zoo/yolov8n-face.onnx", help="onnx filepath", ) - parser.add_argument( - "--confThreshold", default=0.20, type=float, help="class confidence" - ) - parser.add_argument( - "--nmsThreshold", default=0.40, type=float, help="nms iou thresh" - ) + parser.add_argument("--confThreshold", default=0.20, type=float, help="class confidence") + parser.add_argument("--nmsThreshold", default=0.40, type=float, help="nms iou thresh") args = parser.parse_args() # Initialize YOLOv8_face object detector source = cv2.imread(args.imgpath) # Detect Objects - detector = YOLOv8FaceDetection( - args.modelpath, conf_thres=args.confThreshold, iou_thres=args.nmsThreshold - ) + detector = YOLOv8FaceDetection(args.modelpath, conf_thres=args.confThreshold, iou_thres=args.nmsThreshold) detections = detector.detect(source) # Draw detections @@ -60,27 +52,17 @@ def main_anonymize() -> None: configure_logging() parser = argparse.ArgumentParser() - parser.add_argument( - "--imgpath", type=str, default="images/1.jpg", help="image path" - ) + parser.add_argument("--imgpath", type=str, default="images/1.jpg", help="image path") parser.add_argument( "--modelpath", type=str, default="zoo/yolov8n-face.onnx", help="onnx filepath", ) - parser.add_argument( - "--confThreshold", default=0.20, type=float, help="class confidence" - ) - parser.add_argument( - "--nmsThreshold", default=0.40, type=float, help="nms iou thresh" - ) - parser.add_argument( - "--pixelate", action="store_true", help="pixelate the face instead of blurring" - ) - parser.add_argument( - "--padding", default=5, type=int, help="Bounding box padding size in px" - ) + parser.add_argument("--confThreshold", default=0.20, type=float, help="class confidence") + parser.add_argument("--nmsThreshold", default=0.40, type=float, help="nms iou thresh") + parser.add_argument("--pixelate", action="store_true", help="pixelate the face instead of blurring") + parser.add_argument("--padding", default=5, type=int, help="Bounding box padding size in px") parser.add_argument("--inplace", action="store_true", help="inplace anonymization") parser.add_argument("--verbose", action="store_true", help="Show image") args = parser.parse_args() @@ -107,9 +89,7 @@ def main_anonymize() -> None: anonymized_im = source.copy() for xyxy in detections.xyxy: anonymized_im = ( - pixelate_box(image=anonymized_im, box=xyxy) - if args.pixelate - else blur_box(image=anonymized_im, box=xyxy) + pixelate_box(image=anonymized_im, box=xyxy) if args.pixelate else blur_box(image=anonymized_im, box=xyxy) ) # Save : Only if inplace is set and found faces @@ -120,9 +100,7 @@ def main_anonymize() -> None: # Show image if args.verbose: box_annotator = sv.BoxAnnotator() - anonymized_im = box_annotator.annotate( - scene=anonymized_im, detections=detections - ) + anonymized_im = box_annotator.annotate(scene=anonymized_im, detections=detections) cv2.imshow("YOLOv8 Face Detection", anonymized_im) cv2.waitKey(0) diff --git a/pyproject.toml b/pyproject.toml index 847378d..13bb4fc 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -12,6 +12,7 @@ dependencies = [ "supervision>=0.25.1", ] + [dependency-groups] dev = [ "taplo>=0.9.3",