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albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

bulging

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convmixer

cv-backbones

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

deep-learning-for-image-processing

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

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

efficientnet-yolo3-pytorch

这是一个efficientnet-yolo3-pytorch的源码，将yolov3的主干特征提取网络修改成了efficientnet

fiftyone

The open-source tool for building high-quality datasets and computer vision models

haq

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mobilenet-yolov4-lite-pytorch

这是一个mobilenet-yolov4-lite的库，把yolov4主干网络修改成了mobilenet，修改了Panet的卷积组成，使参数量大幅度缩小。

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

object-detection

poolformer

PoolFormer: MetaFormer is Actually What You Need for Vision

px4-autopilot

PX4 Autopilot Software

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-segmentation

Pytorch for Segmentation

rlanet

Deep Networks with Recurrent Layer Aggregation

sahi

A lightweight vision library for performing large scale object detection/ instance segmentation.

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

sskd

[ECCV2020] Knowledge Distillation Meets Self-Supervision

tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tide

A General Toolbox for Identifying Object Detection Errors

tood

TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral

torchdistill

PyTorch-based modular, configuration-driven framework for knowledge distillation. 🏆18 methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy.

transmix

This repository includes the official project for the paper: TransMix: Attend to Mix for Vision Transformers.