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automaticweightedloss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

chest_xray_14

Benchmarks on NIH Chest X-ray 14 dataset

chexnet

a PyTorch implementation of CheXNet

chexnet-pytorch

A binary-classifier(pneumonia vs normal) in xray14

edge_detection_framework

Pytorch implementation of different edge detection networks, such as Holistically-Nested Edge Detection and PixelNet

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

flownet2-tf

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

focalloss

Weighted Focal Loss for multilabel classification

geonet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

irr

Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation (CVPR 2019)

l2t-ww

Learning What and Where to Transfer (ICML 2019)

ml_gcn

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

netvlad-pytorch

PyTorch implementation of NetVLAD & Online Hardest Triplet Loss.

pretrained_model_pytorch

pytorch pretrained model — resnet, densenet, inception, vgg, squeezenet, alexnet

pwc-net_pytorch

pytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"

pytorch-balanced-batch

A pytorch dataset sampler for always sampling balanced batches.

pytorch-grad-cam

PyTorch implementation of Grad-CAM

pytorch-liteflownet

a reimplementation of LiteFlowNet in PyTorch that matches the official Caffe version

pytorch-pwc

a reimplementation of PWC-Net in PyTorch that matches the official Caffe version

pytorch-spynet

a reimplementation of Optical Flow Estimation using a Spatial Pyramid Network in PyTorch

simpleselfattention

A simpler version of the self-attention layer from SAGAN, and some image classification results.

test

weo

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