HL-Louis's repositories
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.
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
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.
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.
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
YOLOv6
YOLOv6: a single-stage object detection framework dedicated to industrial applications.