Feynman27

GNNPapers

Must-read papers on graph neural networks (GNN)

the-gan-zoo

A list of all named GANs!

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

pytext

A natural language modeling framework based on PyTorch

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

3DDFA

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

loss-landscape

Code for visualizing the loss landscape of neural nets

python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

torchcv

TorchCV: A PyTorch-Based Framework for Deep Learning in Computer Vision

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

DCNv2

Deformable Convolutional Networks v2 with Pytorch

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

FaceBoxes.PyTorch

A PyTorch Implementation of FaceBoxes

speech

A PyTorch Implementation of End-to-End Models for Speech-to-Text

TorchCraftAI

A platform that lets you build agents to learn to play StarCraft: Brood War.

stn.pytorch

pytorch version of spatial transformer networks

pytorch_misc

Code snippets created for the PyTorch discussion board

pytorch-cpn

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

dl4marco-bert

LIP_JPPNet

Code repository for Joint Body Parsing & Pose Estimation Network, T-PAMI 2018

SPReID

Code for our CVPR 2018 paper - Human Semantic Parsing for Person Re-identification

Relation_Networks-pytorch

Relation Networks for object detection based pytorch

STMN

[ECCV 2018] Video Object Detection with an Aligned Spatial-Temporal Memory

music-artist-classification-crnn

Supplementary material for IJCNN paper "Musical Artist Classification with Convolutoinal Recurrent Neural Networks"

AICamera

Demonstration of using Caffe2 inside an Android application.

dcn.pytorch

PyTorch implementation of Deformable Convolution Networks (Supports Pytorch 1.0)

squeezeDetTL

Transfer Learning Experiments using squeezeDet