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ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SDK

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

bevdepth

Official code for BEVDepth.

cv-papers

计算机视觉相关论文整理、记录、分享; 包括图像分类、目标检测、视觉跟踪/目标跟踪、人脸识别/人脸验证、OCR/场景文本检测及识别等领域。欢迎加星,欢迎指正错误,同时也期待能够共同参与！！! 持续更新中... ...

cv_interview

I hope this repo can help you a lot!

cv_knowledge

some note for my cv learning

deep-learning-for-image-processing

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

deeplearning

dualstylegan

[CVPR 2022] Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer

mmclass

mmclassification

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

nafnet

The state-of-the-art image restoration model without nonlinear activation functions.

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

openmmlabcourse

OpenMMLab course index and materials

plotneuralnet

Latex code for making neural networks diagrams

prepare_detection_dataset

convert dataset to coco/voc format

pytorch-adain

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

pytorch-auto-drive

Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, SAD, PRNet, RESA, LSTR...) based on PyTorch 1.6 with mixed precision training

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-se-resnet

SE-ResNet PyTorch Version

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rdsnet

implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation"

repvgg

toolbox

various cv tools, such as label tools, data augmentation, label conversion, etc.

ultra-fast-lane-detection

Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)

yolov3-channel-and-layer-pruning

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS