Donny You's repositories
cv-interview
CV岗常见面试题(欢迎大家补充！！！)
bolt
10x faster matrix and vector operations.
centermask2
Real-time Anchor-Free Instance Segmentation, in CVPR 2020
CNStream
CNStream is a streaming framework for building Cambricon machine learning pipelines http://forum.cambricon.com https://gitee.com/SolutionSDK/CNStream
CrypTen
A framework for Privacy Preserving Machine Learning
deit
Official DeiT repository
EvalAI
:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI
fairscale
PyTorch extensions for high performance and large scale training.
ffmpeg-python
Python bindings for FFmpeg - with complex filtering support
Forward
A library for high performance deep learning inference on NVIDIA GPUs.
grpc
The C based gRPC (C++, Python, Ruby, Objective-C, PHP, C#)
hybrid_space
Source code of our TPAMI'21 paper Dual Encoding for Video Retrieval by Text and CVPR'19 paper Dual Encoding for Zero-Example Video Retrieval.
intel-extension-for-pytorch
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
LaneATT
Code of the paper entitled "Keep your Eyes on the Lane: Attention-guided Lane Detection"
lightning-transformers
Flexible interface for high-performance research using SOTA Transformers leveraging Pytorch Lightning, Transformers, and Hydra.
mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
Megatron-LM
Ongoing research training transformer language models at scale, including: BERT & GPT-2
milvus
An open source embedding vector similarity search engine powered by Faiss, NMSLIB and Annoy
mlflow
Open source platform for the machine learning lifecycle
nanodet
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8MB and run 97FPS on cellphone🔥
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
OpenRLHF
A Ray-based High-performance RLHF framework (Support 70B+ full tuning & LoRA & Mixtral & KTO)
pydub
Manipulate audio with a simple and easy high level interface
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
rpclib
rpclib is a modern C++ msgpack-RPC server and client library
torchdistill
PyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods including SOTA are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.
TRTorch
PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT
yolact_edge
The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.