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supercman's Projects

cnn-visual icon cnn-visual

implement OBJECT DETECTORS EMERGE IN DEEP SCENE CNNS

dcgan.torch icon dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

fd-gan icon fd-gan

Pytorch implementation of feature distilling GAN for person reID. (NeurIPS18)

gandissect icon gandissect

Pytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/

netdissect-lite icon netdissect-lite

Light version of Network Dissection for Quantifying Interpretability of Networks

person-re-identification icon person-re-identification

Person re-identification, a tool used in intelligent video surveillance, is the task of correctly identifying individuals across multiple images captured under varied scenarios from multiple cameras. Solving this problem is inherently a challenging one because of the issues posed to it by low resolution images, illumination changes per image, unconstrained pose and occlusions.

person_generation_spt icon person_generation_spt

PyTorch Implementation for Unsupervised Person Image Generation with Semantic Parsing Transformation

quick-netdissect icon quick-netdissect

Lightweight reimplementation of netdissect for pytorch (under development)

trackr-cnn icon trackr-cnn

TrackR-CNN baseline method for Multi-Object Tracking and Segmentation (MOTS)

train_cnn-rnn-attention icon train_cnn-rnn-attention

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,.....

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