Pinned Loading

1. yolo-from-scratch-voc yolo-from-scratch-voc Public

   YOLO object detection implemented from scratch in PyTorch, trained on PASCAL VOC.

   Python

2. pspnet-unet-segmentation pspnet-unet-segmentation Public

   PSPNet and U-Net implemented from scratch in PyTorch for semantic segmentation on PASCAL VOC 2012.

   Python

3. cifar10-cnn-from-scratch cifar10-cnn-from-scratch Public

   VGG-16, ResNet-18/50, Pre-activation ResNet and RoR-3 (110-layer) implemented from scratch in PyTorch. 92% test accuracy on CIFAR-10.

   Python

4. inception-resnet-v2-tiny-imagenet inception-resnet-v2-tiny-imagenet Public

   Inception-ResNet-v2 and InceptionV4 implemented from scratch in PyTorch for Tiny-ImageNet classification.

   Python

5. cutmix-inceptionv4-tiny-imagenet cutmix-inceptionv4-tiny-imagenet Public

   InceptionV4 on Tiny-ImageNet with CutMix augmentation, including the area-weighted loss the mixing requires.

   Python