Xingyu's Projects
MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying models as cloud services (MLaaS).
OpenMMLab Detection Toolbox and Benchmark
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
Notebooks for MXNet
An interactive book on deep learning. Much easy, so MXNet. Wow.
my simple tutorial for mxnet, a fast deep learning framework
Bookshelf for online notebook. :closed_book::green_book::blue_book::orange_book: 在线笔记的书架。
1st Place Solution for O2O Coupon Usage Forecast
Most popular metrics used to evaluate object detection algorithms.
LLM training code for MosaicML foundation models
Open source person re-identification library in python
Examples and guides for using the OpenAI API
First project for CVND: facial keypoint detection.
Landmark Detection and Tracking (SLAM) project for CVND
Rank-1 89% (Single Query) on Market1501 with raw triplet loss, In Defense of the Triplet Loss for Person Re-Identification, using Pytorch
Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).
PRML algorithms implemented in Python
超高质量免费编程入门课
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch tutorial for beginners
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
PyTorch Tutorial for Deep Learning Researchers
This is a pytorch version of Realtime_Multi-Person_Pose_Estimation, origin code is here https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation
Pytorch version of Realtime Multi-Person Pose Estimation project
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
Notes on recommender systems