Pinned

1. pybx pybx Public

   A simple python module to generate anchor (aka default/prior) boxes for object detection tasks.

   Jupyter Notebook 4

2. nbs nbs Public

   A collection of deep learning portfolio projects hosted as static jupyter notebooks with personal annotations.

   Jupyter Notebook

3. retinopathy_classification_resnet18 retinopathy_classification_resnet18 Public

   Image classification for early detection of diabetic retinopathy in patients. This project uses a custom ResNet18 model built from scratch using PyTorch.

   Python 2

4. vit-pytorch vit-pytorch Public

   Implementation of ViT (vision transformer) paper using PyTorch

   Jupyter Notebook 2

5. kaggle_melanoma kaggle_melanoma Public

   Melanoma classification using PyTorch and Lightning developed in nbdev

   Jupyter Notebook 1

6. Modified Huber Loss for Classificati... Modified Huber Loss for Classification with `pos_weight` in PyTorch

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   class BCHuberLoss(nn.Module):

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       def __init__(self, pos_weight: Tensor = None, reduction: str = "mean") -> None:

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           super(BCHuberLoss, self).__init__()

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           assert isinstance(

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               pos_weight, torch.Tensor