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Columbia University | Ecole Polytechnique
- New York
- anvdn.github.io
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SurgicalPhaseRecognition
SurgicalPhaseRecognition PublicDeveloped phase recognition models based on MobileNetV2 to classify frames from Hernia surgery videos.
Jupyter Notebook 1
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SqueezeAndExcitationNetworks
SqueezeAndExcitationNetworks PublicImplementation of SE-ResNet, SE-ResNeXt and SE-InceptionV3 from scratch and comparison of the results obtained for CIFAR-10, CIFAR-100 and Tiny ImageNet with the original paper.
Jupyter Notebook 1
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BreastHistopathologyResNet
BreastHistopathologyResNet PublicI went back to my previous project and experimented with custom ResNet architectures. The classification task aims at predicting whether a breast tissue patch (scanned at x40) is cancerous.
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