blackyang

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

netron

Visualizer for neural network, deep learning and machine learning models

pytorch_geometric

Graph Neural Network Library for PyTorch

GNNPapers

Must-read papers on graph neural networks (GNN)

cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

pygcn

Graph Convolutional Networks in PyTorch

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

Tensorflow-Project-Template

A best practice for tensorflow project template architecture.

differential-privacy

Google's differential privacy libraries.

subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

ssd_keras

A Keras port of Single Shot MultiBox Detector

deep_sort_yolov3

Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow

SSD

High quality, fast, modular reference implementation of SSD in PyTorch

torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

DaSiamRPN

[ECCV2018] Distractor-aware Siamese Networks for Visual Object Tracking

gensim-data

Data repository for pretrained NLP models and NLP corpora.

pixel_link

Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018

PERSIA

High performance distributed framework for training deep learning recommendation models based on PyTorch.

graph-cnn.pytorch

Pytorch Implementation for Graph Convolutional Neural Networks

sact

Spatially Adaptive Computation Time for Residual Networks

ORN

Oriented Response Networks, in CVPR 2017

MBMD

region-conv

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade

DT-RAM

caad_18

CAAD 2018 winning submissions

warp-ctc

Fast parallel CTC.