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albumentations

fast image augmentation library and easy to use wrapper around other libraries

bisenet-implementation

Here is a tutorial on how to implement a research Paper with Keras

coolapk-uwp

酷安第三方UWP客户端

cs-notes

:books: Computer Science Learning Notes

csra

Official code of ICCV2021 paper "Residual Attention: A Simple but Effective Method for Multi-Label Recognition"

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

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15个章节，近20万字。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

efficient-model

模型压缩demo（剪枝、量化、知识蒸馏）

ir-tensorrt

使用 TensorRT 做推理引擎的 image restoration

keras-efficientnet

keras-efficientnet: A Keras implementation of EfficientNet

keras-semantic-segmentation

Keras-Semantic-Segmentation

lhy_ml2020_codes

李宏毅机器学习2020课程的相关代码

model-compression

model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

phpmysql4e

这是学习《PHP和MySQL Web开发》（第四版）（机械工业出版社）随书练习代码。

pie-net

Official model and network release for my CVPR2022 paper.

pytorch

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-classification

Classification with PyTorch.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

refinenet-keras

RefineNet: a Keras implementation

retinaface-tvm

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

tvm_experiments

Here are some exps for tuning models using tvm

unet-family

Paper and implementation of UNet-related model.

unet-rgb

unet for rgb images semantic segmentation

unetplusplus

A simple Keras implementation of UNet++ https://arxiv.org/abs/1807.10165

yolo3-keras

这是一个yolo3-keras的源码，可以用于训练自己的模型。

yolov4-keras

这是一个YoloV4-keras的源码，可以用于训练自己的模型。