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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

audioclassification-tensorflow

基于Tensorflow实现声音分类，博客地址：

autorccar

OpenCV Python Neural Network Autonomous RC Car

batchnormalization

Implementation of Batch Normalization in Numpy and Reproduction of results on MNIST

cmaketutorial

CMake中文实战教程

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deeplearning

深度学习模型的各种实现

deeplearning-1

wangsusen

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

deeplearningdeployment

Examples and tools for deep learning deployment

flask-project

gunicorn+gevent+restful，一个标准的高并发flask项目

gpt_academic

为ChatGPT/GLM提供图形交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持清华chatglm2等本地模型。兼容复旦MOSS, llama, rwkv, newbing, claude, claude2等

learn-pytorch-and-become-a-data-scientist

《学好Pytorch成为数据科学家》书籍随书代码

libtorch-yolov5

A LibTorch inference implementation of the yolov5

machine_learning_code_implementation

机器学习数学推导和代码实现

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

mobile-yolov5-pruning-distillation

mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！

models

Models and examples built with TensorFlow

pinto_model_zoo

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-lesson-zh

pytorch 包教不包会

pytorch-tutorial

莫烦Pytorch中文教学

rtsp-streaming

Stream H.264 encoded live video (frames) through RTSP by FFmpeg and in Python

shufflenet-series

tuning_playbook

谷歌深度学习调参指南

wangxinyu

Implementation of popular deep learning networks with TensorRT network definition API

yolo-streaming

Push-pull streaming and Web display of YOLO series

yolov5-5.x-annotations

一个基于yolov5-5.0的中文注释版本！

yolov5-libtorch

Real time object detection with deployment of YOLOv5 through LibTorch C++ API

yolov5-lite

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 1.7M (int8) and 3.3M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~