记忆之城's repositories
AI_projects
I am a full-stack engineer for AI projects, glad to share my experience. pratices make the top engineer.
Efficient-Neural-Network-Bilibili
B站Efficient-Neural-Network学习分享的配套代码
Efficient-PyTorch
My best practice of training large dataset using PyTorch.
pytorch-handbook
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
TensorRT-Image-Classification
Windows - C++ Visual Studio solution for Image Classification using Caffe Model and TensorRT inference platform
yolo-tensorrt
Support Yolov5s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it.
albumentations
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
awesome-cheatsheets
超级速查表 - 编程语言、框架和开发工具的速查表,单个文件包含一切你需要知道的东西 :zap:
darts.pytorch1.1
Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055
DataLoaders_DALI
PyTorch DataLoaders implemented with DALI for accelerating image preprocessing
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet代码实现改为PyTorch实现。
insightface
Face Analysis Project on MXNet
model-compression
model compression based on pytorch (1、quantization: 16/8/4/2 bits(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、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 quantization)
tensorflow-handbook
简单粗暴 TensorFlow 2.0 | A Concise Handbook of TensorFlow 2.0
Text-Image-Augmentation-python
Python implementation of Text-Image-Augmentation
yolo_to_coco
convert yolo format to coco format
knowledge-distillation-papers
knowledge distillation papers