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Feature request Accident Classifier #41

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Pseudophoenix opened this issue Oct 1, 2024 · 3 comments
Closed

Feature request Accident Classifier #41

Pseudophoenix opened this issue Oct 1, 2024 · 3 comments

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@Pseudophoenix
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Pseudophoenix commented Oct 1, 2024

Is your feature request related to a problem? Please describe.
Typically related to computer vision and transfer learning, I will be fine tuning the Yolov7 to classify images into severe accident and moderate accident

Describe the solution you'd like
I will be using the yolov7 weights and then after freezing the base layer and modifying the upper layers to serve my purpose of accident severity classification.

Describe alternatives you've considered
I also thought of instead going with ResNet50 fine tuning but Yolov7 seems a better option for now. I will try to go with ResNet as well through PyTorch.

Approach to be followed (optional)
A clear and concise description of the approach to be followed.

Additional context
I will be using this annotated Roboflow image dataset.
https://universe.roboflow.com/accident-detection-model/accident-detection-model

Hope this will be assigned to me in the fine tuning section

@Pseudophoenix Pseudophoenix added the enhancement New feature or request label Oct 1, 2024
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github-actions bot commented Oct 1, 2024

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. Your contributions are highly appreciated! 😊

@Pseudophoenix Pseudophoenix changed the title Feature request Feature request Accident Classifier Oct 1, 2024
@UppuluriKalyani
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@Pseudophoenix go for it!

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github-actions bot commented Oct 4, 2024

Hello @Pseudophoenix! Your issue #41 has been closed. Thank you for your contribution!

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