HL-Louis's repositories
YOLOv6
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
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
mmdetection
OpenMMLab Detection Toolbox and Benchmark
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
TOOD
TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral
fiftyone
The open-source tool for building high-quality datasets and computer vision models
sahi
A lightweight vision library for performing large scale object detection/ instance segmentation.
pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
poolformer
PoolFormer: MetaFormer is Actually What You Need for Vision
TransMix
This repository includes the official project for the paper: TransMix: Attend to Mix for Vision Transformers.
RLANet
Deep Networks with Recurrent Layer Aggregation
tide
A General Toolbox for Identifying Object Detection Errors
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
TensorRT
TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
CV-Backbones
CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
PX4-Autopilot
PX4 Autopilot Software
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
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。
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
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.
bootstrap
The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.
haq
[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision
SSKD
[ECCV2020] Knowledge Distillation Meets Self-Supervision