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pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

pytorch-pwc

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

pytorch-relation-extraction

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取

pytorch-segmentation

Pytorch for Segmentation

pytorch-seq2seq-intent-parsing

Intent parsing and slot filling in PyTorch with seq2seq + attention

pytorch-sgns

Skipgram Negative Sampling in PyTorch

pytorch-siamfc

Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"

pytorch-spectral-clustering

[Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch

pytorch-srresnet

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

pytorch-starspace

PyTorch implementation of StarSpace as described in "StarSpace: Embed All The Things!" by Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes and Jason Weston

pytorch-trpo

PyTorch implementation of Trust Region Policy Optimization

pytorch-unet

Tunable U-Net implementation in PyTorch

pytorch-unsupervised-segmentation

pytorch-vae

A Variational Autoencoder (VAE) implemented in PyTorch

pytorch-vgg

pytorch-vsumm-reinforce

Unsupervised video summarization with deep reinforcement learning (AAAI'18)

pytorch-wgan

Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP

pytorch2keras

PyTorch to Keras model convertor

pytorch_active_learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

pytorch_clip_bbox

Pytorch based library to rank predicted bounding boxes using text/image user's prompts.

pytorch_graph-rel

A PyTorch implementation of GraphRel

pytorch_mask_rcnn

Converted from [tf+keras version MASK-RCNN](https://github.com/matterport/Mask_RCNN)

pytorch_mpiigaze

An unofficial PyTorch implementation of MPIIGaze and MPIIFaceGaze

pytorch_realtime_multi-person_pose_estimation

pytorch_rfcn

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

pytorchconverter

Pytorch model to caffe & ncnn

pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

pytorchpipe

PyTorchPipe (PTP) is a component-oriented framework for rapid prototyping and training of computational pipelines combining vision and language