Forever's Projects
Basic Machine Learning and Deep Learning
Mask RCNN in PyTorch
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution (CVPR2019)
A MXNet implementation of Mask R-CNN
1st Place Solution for O2O Coupon Usage Forecast
Automatic License Plate Recognition library
Summaries of machine learning papers
The Places365-CNNs for Scene Classification
Development kit for the data of the Places365-Standard and Places365-Challenge
PyTorch Implementation of Fully Convolutional Networks.
PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss
A small package to create visualizations of PyTorch execution graphs
Reading list on deep learning
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
a pytorch code about Residual Attention Network. This code is based on two projects from
An implementation of ResNet with mixup and cutout regularizations and soft filter pruning.
Implementation of Sea-thru by Derya Akkaynak and Tali Treibitz
Codes and models for the CVPR 2017 spotlight paper "Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning".
Implementation of Scale Invariant Feature Transform (SIFT) in C++ (using OpenCV) and Matlab
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
my first github app
An official repository for Paper "Uformer: A General U-Shaped Transformer for Image Restoration".
Pointers to a collection of underwater image-based datasets and relevant resources.
Source code for UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing
Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch