lyuwenyu

Blockchain

Blockchain

DL_exercises

CNN RNN GAN TF etc.

pytorch_workspace

Papers' implementation and exercise using PyTorch

caffe_custom

Custom Layers

PDLL

Python Deep Learning Library, including autograd, nn modules, optimizers, io, etc.

AI

Deep Learning, NN, CV, NLP, RECSYS, RL, Pytorch, Paddle, .etc.

DetectionL

Detector for Rectangle, Point, Curve, Polygon. etc.

Geometry

Depth Prediction, Optical Flow, Pose Estimation. etc.

PaddleDetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

Torch-TensorRT

PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

caffe

Caffe: a fast open framework for deep learning.

cocoapi

COCO API - Dataset @ http://cocodataset.org/

detr

End-to-End Object Detection with Transformers

docs

Documentations for PaddlePaddle

htc

lyuwenyu.github.io

Note

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

PaddleClas

A treasure chest for image classification powered by PaddlePaddle

paddlehub_demo

ppdet_workspace

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow_workspace

Papers' implementation and exercise using TensorFlow

useful_scripts

Download Detection etc.

vision

Datasets, Transforms and Models specific to Computer Vision

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/