Pinned Repositories
Bag_of_Tricks_for_Image_Classification_with_Convolutional_Neural_Networks
experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc
CAL
A Second-Order Approach to Learning with Instance-Dependent Label Noise (CVPR'21 oral)
chineseocr_lite
超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
Classification
视觉训练框架(简单 / 模块化 / 高扩展 / 分布式 / 自动剪枝)
cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
ConvNet-PyTorch
PyTorch implements `A ConvNet for the 2020s` paper.
CPP
Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.
cs-self-learning
计算机自学指南
imageclassification
General Image Classification Code base
mnn_example
alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet
kio2019's Repositories
kio2019/CAL
A Second-Order Approach to Learning with Instance-Dependent Label Noise (CVPR'21 oral)
kio2019/chineseocr_lite
超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M
kio2019/ConvNet-PyTorch
PyTorch implements `A ConvNet for the 2020s` paper.
kio2019/cs-self-learning
计算机自学指南
kio2019/cv_note
记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。
kio2019/CvPytorch
CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.
kio2019/DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
kio2019/DDP-practice
A demo of deep learning with PyTorch DistributedDataParallel module.
kio2019/DeepLearningExamples
Deep Learning Examples
kio2019/denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
kio2019/detr
End-to-End Object Detection with Transformers
kio2019/facerec
Face recognition using Pytorch (Arcface, Cosface, Centerloss)
kio2019/FastDeploy
⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.
kio2019/FasterNet
Code release for PConv and FasterNet
kio2019/git-demo
练习使用git
kio2019/HorNet
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions
kio2019/learnopencv
Learn OpenCV : C++ and Python Examples
kio2019/MAE
PyTorch implementation of Masked AutoEncoder
kio2019/nanodet
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
kio2019/ppq
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
kio2019/PyTorch-DDPM
500 行代码实现降噪扩散模型 DDPM，干净无依赖
kio2019/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
kio2019/pytorch-quantization-demo
A simple network quantization demo using pytorch from scratch.
kio2019/RepVGG
RepVGG: Making VGG-style ConvNets Great Again
kio2019/rknn-toolkit2
kio2019/TensorRT
TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
kio2019/TinyNeuralNetwork
TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
kio2019/torchkeras
Pytorch❤️ Keras 😋😋
kio2019/vision
Datasets, Transforms and Models specific to Computer Vision
kio2019/yolov7-pytorch
这是一个yolov7的库，可以用于训练自己的数据集。