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ijyliu / computer-vision-project

Using classical and neural image embeddings and finetuned end-to-end networks to achieve top-tier performance on a vehicle type classification task. Containerized and deployed model as a web app
https://cv-web-app-3m4f2rmfzq-uc.a.run.app/
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ResNet #47

Open ijyliu opened 6 months ago

ijyliu commented 6 months ago

Basically the last popular NN architecture not used in the project! Would be cool and easy to add.

It's also more up to date than VGG and tackles the vanishing gradient problem.

ResNet101 recommended.

Because ResNet101 was trained on ImageNet-1K (not ImageNet 21-K), finetuning may also be worthwhile.