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/HorNet
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions
kio2019/YOLOv5-Lite
🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 930+kb (int8) and 1.7M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~
kio2019/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
kio2019/Classification
视觉训练框架(简单 / 模块化 / 高扩展 / 分布式 / 自动剪枝)
kio2019/yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
kio2019/ELAN
[ECCV2022] Efficient Long-Range Attention Network for Image Super-resolution
kio2019/facenet-pytorch
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
kio2019/O2U-Net
paper "O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks" code
kio2019/SLaK
"More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity", Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang
kio2019/PaddleClas
A treasure chest for visual recognition powered by PaddlePaddle
kio2019/cnnimageretrieval-pytorch
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
kio2019/SSD
High quality, fast, modular reference implementation of SSD in PyTorch
kio2019/PyTorch-Quantization-Aware-Training
PyTorch Quantization Aware Training Example
kio2019/pytorch-distributed
A quickstart and benchmark for pytorch distributed training.
kio2019/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
kio2019/CPP
Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.
kio2019/PDLE
Label Distribution for Learning with Noisy Labels, In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI'20),
kio2019/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
kio2019/libfacedetection
An open source library for face detection in images. The face detection speed can reach 1000FPS.
kio2019/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
kio2019/pytorch-YOLOv4
PyTorch ,ONNX and TensorRT implementation of YOLOv4
kio2019/deepvac
PyTorch Project Specification.
kio2019/Regularization-Pruning
[ICLR'21] PyTorch code for our paper "Neural Pruning via Growing Regularization"
kio2019/imageclassification
General Image Classification Code base
kio2019/mnn_example
alibaba MNN, mobilenet classifier, centerface detecter, ultraface detecter, pfld landmarker and zqlandmarker, mobilefacenet
kio2019/FR-Loss-on-Mnist
Face Recognition Loss on Mnist, Pytorch implementation
kio2019/TinyWebServer
:fire: Linux下C++轻量级Web服务器
kio2019/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
kio2019/Data_Process
Convert dataset to voc or coco format