shtshtsht Goto Github PK

0_readme_0

100-days-of-ml-code

100-Days-Of-ML-Code中文版

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

aoapc-bac2nd

Source codes for book <<<BeginningAlgorithmContests>> Second edition

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

cv-papers-codes

CV 方向论文阅读以及手写代码实现

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

geometric-match-opencv

Porting Edge based Template Matching to OpenCV 3/4

labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

micro8

Gitbook

micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

node-media-server

A Node.js implementation of RTMP/HTTP-FLV/WS-FLV/HLS/DASH/MP4 Media Server

onvif_demo_1

Linux c++ onvif client demo

py2so

编译py为so文件，更好的隐藏源码

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

rknn-toolkit

rknn_tutorial

Tutorial includes rknn-envirment building, updating, model transfer, end-to-end YOLO3/self define model training &use, etc.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

sokit

Sokit is a TCP & UDP package send / receive / transfer tool

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tensorrt_pro

C++ library based on tensorrt integration

tensorrt_tutorial

tensorrtx

Implementation of popular deep learning networks with TensorRT network definition API

tinyhttpd

Tinyhttpd 是J. David Blackstone在1999年写的一个不到 500 行的超轻量型 Http Server，用来学习非常不错，可以帮助我们真正理解服务器程序的本质。官网:http://tinyhttpd.sourceforge.net

tinyhttpd-1

tinyhttpd的详细注释版，十分适合入门者学习的一个项目