Popular GitHub Repositories for Gsoc 2019

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

[ICCV 2019] Monocular depth estimation from a single image

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

[CVPR19/TPAMI23] SiamMask: A Framework for Fast Online Object Tracking and Segmentation

DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

Official implementation of Character Region Awareness for Text Detection (CRAFT)

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019)

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"

pip install antialiased-cnns to improve stability and accuracy

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

Data augmentation for NLP, presented at EMNLP 2019

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

Graph Convolutional Networks for Text Classification. AAAI 2019

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org