From 72b79423ce31f29a3cb3aa879b421236830f80cb Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 16:22:56 +0530 Subject: [PATCH 01/20] Update README.md --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 63153d0..642f5a8 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,9 @@ We address the alarming rise of animal-inflicted harm in residential areas, prop # Representation of Display Panel using HCI Principle. +
+ +
## Table of contents From 916d9a5ae3bd7fb49f27d9489982284462a274e8 Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 16:59:24 +0530 Subject: [PATCH 02/20] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 642f5a8..1fbd4f5 100644 --- a/README.md +++ b/README.md @@ -359,7 +359,8 @@ export default template; - [`slack`](https://github.com/themerdev/themer/tree/main/cli/src/template/slack.ts) - [`wox`](https://github.com/themerdev/themer/tree/main/cli/src/template/wox.ts) - [`xresources`](https://github.com/themerdev/themer/tree/main/cli/src/template/xresources.ts) - +### Results +To enhance elevator safety for pets, we employed CNN, ResNet50, and EfficientNetB7 architectures for animal classification. We optimized resource usage with diverse training epochs and early stopping. Our evaluation focused on accuracy, precision, recall, and F1 score, employing a range of training epochs and resource-saving techniques. ### Wallpapers See [`themer`'s Web UI](https://themer.dev) for wallpaper previews. From dfca79065ca3be5280df6e1b0ccd670861567de3 Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 17:52:28 +0530 Subject: [PATCH 03/20] Update README.md --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 1fbd4f5..ca8cef6 100644 --- a/README.md +++ b/README.md @@ -359,8 +359,10 @@ export default template; - [`slack`](https://github.com/themerdev/themer/tree/main/cli/src/template/slack.ts) - [`wox`](https://github.com/themerdev/themer/tree/main/cli/src/template/wox.ts) - [`xresources`](https://github.com/themerdev/themer/tree/main/cli/src/template/xresources.ts) -### Results +# Results To enhance elevator safety for pets, we employed CNN, ResNet50, and EfficientNetB7 architectures for animal classification. We optimized resource usage with diverse training epochs and early stopping. Our evaluation focused on accuracy, precision, recall, and F1 score, employing a range of training epochs and resource-saving techniques. +## Convolutional Neural Network (CNN) Result +The Training Accuracy and Validation Accuracy of our CNN model are shown in figure given below.The CNN model achieved a maximum training accuracy of 99.61% and a maximum validation accuracy of 81.65%. The training loss was 0.0152, while the validation loss was 0.7316. These results indicate that the CNN model can classify animals to some extent. To assess its performance, various metrics were used, and the dataset was split into a 70:20:10 ratio for training, validation, and testing, respectively. ### Wallpapers See [`themer`'s Web UI](https://themer.dev) for wallpaper previews. 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zq$r-RtTN6MG2po)^+-E?K%L{Wu7|4il9KeLdqxC{^7w7LEgXtp!3=e%@izd6B}YTW z+$Iy&V4H|h0?$oY330IoHYhIN|FwA27FLJ=y6LmBSE39L&$aYhuu3?h3 Date: Tue, 7 Nov 2023 18:02:41 +0530 Subject: [PATCH 05/20] Update README.md --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index ca8cef6..ebb4acd 100644 --- a/README.md +++ b/README.md @@ -363,6 +363,10 @@ export default template; To enhance elevator safety for pets, we employed CNN, ResNet50, and EfficientNetB7 architectures for animal classification. We optimized resource usage with diverse training epochs and early stopping. Our evaluation focused on accuracy, precision, recall, and F1 score, employing a range of training epochs and resource-saving techniques. ## Convolutional Neural Network (CNN) Result The Training Accuracy and Validation Accuracy of our CNN model are shown in figure given below.The CNN model achieved a maximum training accuracy of 99.61% and a maximum validation accuracy of 81.65%. The training loss was 0.0152, while the validation loss was 0.7316. These results indicate that the CNN model can classify animals to some extent. To assess its performance, various metrics were used, and the dataset was split into a 70:20:10 ratio for training, validation, and testing, respectively. +
+ + +
### Wallpapers See [`themer`'s Web UI](https://themer.dev) for wallpaper previews. From ea6f8957527c63c6c0e03c318324471f4776ed4d Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 18:03:33 +0530 Subject: [PATCH 06/20] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ebb4acd..dcae34f 100644 --- a/README.md +++ b/README.md @@ -363,7 +363,7 @@ export default template; To enhance elevator safety for pets, we employed CNN, ResNet50, and EfficientNetB7 architectures for animal classification. We optimized resource usage with diverse training epochs and early stopping. Our evaluation focused on accuracy, precision, recall, and F1 score, employing a range of training epochs and resource-saving techniques. ## Convolutional Neural Network (CNN) Result The Training Accuracy and Validation Accuracy of our CNN model are shown in figure given below.The CNN model achieved a maximum training accuracy of 99.61% and a maximum validation accuracy of 81.65%. The training loss was 0.0152, while the validation loss was 0.7316. These results indicate that the CNN model can classify animals to some extent. To assess its performance, various metrics were used, and the dataset was split into a 70:20:10 ratio for training, validation, and testing, respectively. -
+
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<96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 18:11:08 +0530 Subject: [PATCH 08/20] Update README.md --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index dcae34f..0fe166c 100644 --- a/README.md +++ b/README.md @@ -367,6 +367,13 @@ The Training Accuracy and Validation Accuracy of our CNN model are shown in figu
+The confusion matrix is presented in Fig below. The confusion matrix shows how well our models perform in classifying data across ten different animal classes. In order to analyse the model’s efficacy, it offers a thorough perspective of true positives, true negatives, false positives, and false negatives.It illustrates that the proposed CNN model accurately identified 830 pictures of cane out of 969 pictures of cane giving us an accuracy of approximately 86% in the class of cane. +
+ +
+ + + ### Wallpapers See [`themer`'s Web UI](https://themer.dev) for wallpaper previews. From 30e35508e88ceb50eb51166ea4f8c31d29d6a0b9 Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 18:15:15 +0530 Subject: [PATCH 09/20] Update README.md --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 0fe166c..06899a1 100644 --- a/README.md +++ b/README.md @@ -361,7 +361,7 @@ export default template; - [`xresources`](https://github.com/themerdev/themer/tree/main/cli/src/template/xresources.ts) # Results To enhance elevator safety for pets, we employed CNN, ResNet50, and EfficientNetB7 architectures for animal classification. We optimized resource usage with diverse training epochs and early stopping. Our evaluation focused on accuracy, precision, recall, and F1 score, employing a range of training epochs and resource-saving techniques. -## Convolutional Neural Network (CNN) Result +## Convolutional Neural Network (CNN) Results The Training Accuracy and Validation Accuracy of our CNN model are shown in figure given below.The CNN model achieved a maximum training accuracy of 99.61% and a maximum validation accuracy of 81.65%. The training loss was 0.0152, while the validation loss was 0.7316. These results indicate that the CNN model can classify animals to some extent. To assess its performance, various metrics were used, and the dataset was split into a 70:20:10 ratio for training, validation, and testing, respectively.
@@ -372,6 +372,9 @@ The confusion matrix is presented in Fig below. The confusion matrix shows how w
+## ResNet 50 Results +The training accuracy and validation accuracy of our ResNet50 Model are shown in Fig. below . It can be noticed that the highest training accuracy we achieved was 93.86 and the highest validation accuracy obtained was 93.53. These results show that our ResNet50 model can classify animals better than our CNN model.ResNet50, a powerful deep learning architecture, has shown remarkable performance in various computer vision tasks. Its depth and skip connections enable effective learning of complex patterns and contribute to better feature representation, making it anexcellent choice for image classification tasks. 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README.md | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 06899a1..0a86362 100644 --- a/README.md +++ b/README.md @@ -374,8 +374,13 @@ The confusion matrix is presented in Fig below. The confusion matrix shows how w ## ResNet 50 Results The training accuracy and validation accuracy of our ResNet50 Model are shown in Fig. below . It can be noticed that the highest training accuracy we achieved was 93.86 and the highest validation accuracy obtained was 93.53. These results show that our ResNet50 model can classify animals better than our CNN model.ResNet50, a powerful deep learning architecture, has shown remarkable performance in various computer vision tasks. Its depth and skip connections enable effective learning of complex patterns and contribute to better feature representation, making it anexcellent choice for image classification tasks. The images were resized to 224 x 224 and rescaled to tranform each pixel value to the range of [0-1]. - - +

+
+ +
### Wallpapers From e9e3ddb3076929718d1e408b4b4677b1c3ce2317 Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 18:22:48 +0530 Subject: [PATCH 13/20] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 0a86362..7be1055 100644 --- a/README.md +++ b/README.md @@ -378,9 +378,10 @@ The training accuracy and validation accuracy of our ResNet50 Model are shown in -
+
+As observable in confusion matrix above, the ResNet50 pre-trained model correctly identified 457 out of 487 pictures of cane. This is a significant improvement on the proposed CNN model as it gives us an accuracy of approximately 93.53%. In the Confusion Matrix of our ResNet50 model, it is identifiable that there have been very few misidentifications of the animals and hence this model has worked its way to much better results. ### Wallpapers From 90b14e0a9086638f7435278e4d944171a8489454 Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 18:23:30 +0530 Subject: [PATCH 14/20] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7be1055..4a99030 100644 --- a/README.md +++ b/README.md @@ -378,7 +378,7 @@ The training accuracy and validation accuracy of our ResNet50 Model are shown in
-
As observable in confusion matrix above, the ResNet50 pre-trained model correctly identified 457 out of 487 pictures of cane. This is a significant improvement on the proposed CNN model as it gives us an accuracy of approximately 93.53%. In the Confusion Matrix of our ResNet50 model, it is identifiable that there have been very few misidentifications of the animals and hence this model has worked its way to much better results. 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z)?~9sSIc_>#cGC*DCzYQ#Z<F>_rb8${PeF=YY4IJDCxK#ugC%|H`Hr@|l_sK)WHnuB=4n9ke?vZd?&z1Zebe1=8 z2`DHf^KND^>{@~?f?+{2aCc=fh(<=2zR$DC59=sdg9(AsfS6Jsj(jN1(CzTM#h>6) z5q;v0Xa?4Cvy8Z}-u?V^54lMxanTFa|AWd2r{ZK%Rj4 zIbwlw#ft^~kQH-HnqK0_|BUdg7=%-FemNMgLt_DU!g$$2OasQ{r9hdFV1J(gjNmht z)A13Qu3~*skMBh@q%mFq1co14S^{SvXwsET4&M{JU^x==F{Kl8>Zg(`;$?yWf^mef zy}!#4$i6;E?V#thpq5OAmTntcbhEt{hV)9#S_j3*!eT}1Y>qEw#j7zv5XQ(aZXZko zU~8_A*y=ZT<8ONCdVsJU$nMJNPG)B^2+IWrJoXhu7|?hFrs&Vr8QL*48>~*>Xa-+< zYlnA-ChA7hf9dak{o+^ioTj}sw63nKvob2KFv9T;cwodAwLI4}rA%^g%8brbB6BBK zrUtEN$T4;0!#ycnT{V;0 xrT+`%<(AFV^GCN@oV9H`UZ15}fBbHN#lNh!lwUu1{c`Mw&F=q~FU#Kt{vGTRS!w_P literal 0 HcmV?d00001 From 183eb85dac1098cb03d144f07b05b8c07a08b75f Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 18:43:44 +0530 Subject: [PATCH 16/20] Update README.md --- README.md | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) diff --git a/README.md b/README.md index 4a99030..438dfe6 100644 --- a/README.md +++ b/README.md @@ -382,6 +382,25 @@ The training accuracy and validation accuracy of our ResNet50 Model are shown in As observable in confusion matrix above, the ResNet50 pre-trained model correctly identified 457 out of 487 pictures of cane. This is a significant improvement on the proposed CNN model as it gives us an accuracy of approximately 93.53%. In the Confusion Matrix of our ResNet50 model, it is identifiable that there have been very few misidentifications of the animals and hence this model has worked its way to much better results. +

+# EfficientNetB7 Results +Our Model has achieved an accuracy of d an accuracy of 98.52%. Observe the trainiing accuracy and loss before fine-tuning in Fig. below. Observe the training accuracy and loss after fine-tuning in fig below. In the EfficientNetB7 model proposed a batch size of 32 was used along with epochs set to 25. The input shape was 224 x 224 x 3, and the output layer comprises 10 nodes, tailored to accommodate the classification of 10 distinct classes. These hyperparameters have been thoughtfully selected to achieve an optimal balance between model performance and computational efficiency. +
+ + +
+
+ + +
+
+ +
+As observable in confusion Matrix, our proposed model of EfficientNetB7 correctly identifies 363 out of 367 pictures of cane which amounts to approximately 99% accuracy. Furthermore, it identifies 235 out of 236 pictures of gallina representing 99.6% accuracy. Thus, we can notice a huge improvement from our previous CNN and ResNet models. As visible in the confusion matrix, there are very limited misrepresentations by the EfficientNetB7 model + ### Wallpapers From 2cdfeac9400e63f6c0e9210bafa34e7c6387a0df Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 18:44:47 +0530 Subject: [PATCH 17/20] Update README.md --- README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 438dfe6..510dc57 100644 --- a/README.md +++ b/README.md @@ -387,11 +387,12 @@ As observable in confusion matrix above, the ResNet50 pre-trained model correctl # EfficientNetB7 Results -Our Model has achieved an accuracy of d an accuracy of 98.52%. Observe the trainiing accuracy and loss before fine-tuning in Fig. below. Observe the training accuracy and loss after fine-tuning in fig below. In the EfficientNetB7 model proposed a batch size of 32 was used along with epochs set to 25. The input shape was 224 x 224 x 3, and the output layer comprises 10 nodes, tailored to accommodate the classification of 10 distinct classes. These hyperparameters have been thoughtfully selected to achieve an optimal balance between model performance and computational efficiency. +Our Model has achieved an accuracy of d an accuracy of 98.52%. Observe the trainiing accuracy and loss before fine-tuning in Fig. below. Observe the training accuracy and loss after fine-tuning in fig below. In the EfficientNetB7 model proposed a batch size of 32 was used along with epochs set to 25. The input shape was 224 x 224 x 3, and the output layer comprises 10 nodes, tailored to accommodate the classification of 10 distinct classes. These hyperparameters have been thoughtfully selected to achieve an optimal balance between model performance and computational efficiency.
+
@@ -399,7 +400,7 @@ Our Model has achieved an accuracy of d an accuracy of 98.52%. Observe the train
-As observable in confusion Matrix, our proposed model of EfficientNetB7 correctly identifies 363 out of 367 pictures of cane which amounts to approximately 99% accuracy. Furthermore, it identifies 235 out of 236 pictures of gallina representing 99.6% accuracy. Thus, we can notice a huge improvement from our previous CNN and ResNet models. As visible in the confusion matrix, there are very limited misrepresentations by the EfficientNetB7 model +As observable in confusion Matrix, our proposed model of EfficientNetB7 correctly identifies 363 out of 367 pictures of cane which amounts to approximately 99% accuracy. Furthermore, it identifies 235 out of 236 pictures of gallina representing 99.6% accuracy. Thus, we can notice a huge improvement from our previous CNN and ResNet models. As visible in the confusion matrix, there are very limited misrepresentations by the EfficientNetB7 model. ### Wallpapers From 5bec6acc35ea04646f41075992ec14a4c5c9acca Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 18:45:35 +0530 Subject: [PATCH 18/20] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 510dc57..f7eb684 100644 --- a/README.md +++ b/README.md @@ -386,6 +386,7 @@ As observable in confusion matrix above, the ResNet50 pre-trained model correctl
+ # EfficientNetB7 Results Our Model has achieved an accuracy of d an accuracy of 98.52%. Observe the trainiing accuracy and loss before fine-tuning in Fig. below. Observe the training accuracy and loss after fine-tuning in fig below. In the EfficientNetB7 model proposed a batch size of 32 was used along with epochs set to 25. The input shape was 224 x 224 x 3, and the output layer comprises 10 nodes, tailored to accommodate the classification of 10 distinct classes. These hyperparameters have been thoughtfully selected to achieve an optimal balance between model performance and computational efficiency.
@@ -397,6 +398,7 @@ Our Model has achieved an accuracy of d an accuracy of 98.52%. Observe the train
+
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z5EjKY3@5_YNt{W?|6_*?GH4lLXYSuiX8sv=f(=lU`ez;umimkQXCMg~8HE0?91|?z c`RZ2ub^x0mdpA4uuN6EBKvkJqDbuk30mU9Au>b%7 literal 0 HcmV?d00001 From 86c018b0e710de25fe7ef3d48cd015c976aaadad Mon Sep 17 00:00:00 2001 From: Ankit Maurya <96623227+am-1145@users.noreply.github.com> Date: Tue, 7 Nov 2023 18:51:50 +0530 Subject: [PATCH 20/20] Update README.md --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index f7eb684..734869f 100644 --- a/README.md +++ b/README.md @@ -403,7 +403,12 @@ Our Model has achieved an accuracy of d an accuracy of 98.52%. Observe the train As observable in confusion Matrix, our proposed model of EfficientNetB7 correctly identifies 363 out of 367 pictures of cane which amounts to approximately 99% accuracy. Furthermore, it identifies 235 out of 236 pictures of gallina representing 99.6% accuracy. Thus, we can notice a huge improvement from our previous CNN and ResNet models. As visible in the confusion matrix, there are very limited misrepresentations by the EfficientNetB7 model. +

+Hence, we can observe the comparison between the models:- +
+ +
### Wallpapers

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