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bsnplusplus-boundary-sensitive-network icon bsnplusplus-boundary-sensitive-network

A pytorch-version implementation codes of paper: "BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation", which is accepted in AAAI 2021.

bytetrack icon bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deep-learning-in-production icon deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

densepose-video icon densepose-video

Code to run densepose on video with detectron. https://github.com/facebookresearch/Detectron

gitbook icon gitbook

Git Community Book 中译本 Source

hummingbird icon hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

mylocalcloud icon mylocalcloud

基于Hadoop的分布式文件系统,使用Java语言开发实现了一个本地文件管理系统,其中文件存在于HDFS集群中,通过Java开发的客户端软件进行管理,其功能包括:1、文件分块、加密并上传待HDFS文件系统 2、文件块下载、解密、整合成完整文件 3、文件系统的管理

openface icon openface

Face recognition with deep neural networks.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pysot icon pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pytorch-image-classifier-template icon pytorch-image-classifier-template

This code modifies the output layer of image classification network commonly used in pytorch. The modified model can be used to process any number of image classification data. At the same time, the pre-training parameters and re-training parameters are distinguished for fine-tuning and component training of parameters.

pytorch-model-train-template icon pytorch-model-train-template

pytorch单精度、半精度、混合精度、单卡、多卡(DP / DDP)、FSDP、DeepSpeed模型训练代码,并对比不同方法的训练速度以及GPU内存的使用

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