xuepo99

pytorch_geometric

Graph Neural Network Library for PyTorch

pwc

This repository is no longer maintained.

maskrcnn-benchmark

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

SPADE

Semantic Image Synthesis with SPADE

lucid

A collection of infrastructure and tools for research in neural network interpretability.

deep-learning-roadmap

:satellite: All You Need to Know About Deep Learning - A kick-starter

face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

SC-FEGAN

SC-FEGAN : Face Editing Generative Adversarial Network with User's Sketch and Color (ICCV2019)

a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

a-PyTorch-Tutorial-to-Image-Captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

ObjectDetection-OneStageDet

单阶段通用目标检测器

compare_gan

Compare GAN code.

ganlab

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

AttnGAN

prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

awesome-zero-shot-learning

A curated list of papers, code and resources pertaining to zero shot learning

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

STGAN

STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing

GraphRNN

AI-News

Summarize the paper and code in AI(Semantic Segmentation, Medical Segmentation,REID,Super-Resolution,Registration,CVPR,ECCV,ICCV,AAAI,MICCAI)

Skeleton-Based-Action-Recognition-Papers

The paper list about skeleton-based action recognition.

visdial-rl

PyTorch code for Learning Cooperative Visual Dialog Agents using Deep Reinforcement Learning

dong_iccv_2017

A PyTorch implementation of the paper "Semantic Image Synthesis via Adversarial Learning" in ICCV 2017

interpretable-research

I collected some papers about interpretable CNN and reorganized them here.

fagan

A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)

zero-shot-learning

Implementation of Zero-Shot Learning algorithm using Word2Vecs as class embeddings

sesemi

supervised and semi-supervised image classification with self-supervision (Keras)

wikidatasets

Break Wikidata dumps into smaller knowledge graphs