[fix] PoseAndFaceDetection's key_frame_body_points output value#12
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bowfeng wants to merge 1 commit into
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[fix] PoseAndFaceDetection's key_frame_body_points output value#12bowfeng wants to merge 1 commit into
bowfeng wants to merge 1 commit into
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This PR enhances the robustness and reliability of the pose keypoint processing pipeline by implementing comprehensive data validation and filtering mechanisms. Changes Made 1. Key Frame Selection Simplification Modified the logic to process only the first frame (key_frame_index = 0) instead of multiple key frames Removed unnecessary loop structures for single-frame processing 2. Data Validation & Integrity Checks Added null checks: if each_keypoint is None Implemented array length validation: len(each_keypoint) != 3 Combined checks using safe short-circuit evaluation 3. Confidence-Based Filtering Introduced confidence threshold filtering: each_keypoint[2] > 0.6 Only processes keypoints with reliable detection scores 4. Empty Result Handling Added safety check before array operations: if len(keypoints_body_list) == 0 Prevents IndexError when no valid keypoints are found Returns empty list gracefully instead of crashing 5. Code Quality Improvements Removed redundant loops for single-frame processing Enhanced error prevention and data validation Improved code readability and maintainability
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This PR enhances the robustness and reliability of the pose keypoint processing pipeline by implementing comprehensive data validation and filtering mechanisms.
Changes Made
Key Frame Selection Simplification Modified the logic to process only the first frame (key_frame_index = 0) instead of multiple key frames
Data Validation & Integrity Checks Added null checks: if each_keypoint has 3 elements
Confidence-Based Filtering Introduced confidence threshold filtering: each_keypoint[2] > 0.6
Skip frame which has fewer points: if len(keypoints_body_list) < 2
Early return when a valid key frame is found