cillayue's repositories
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
LibFewShot
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
gpt4free
decentralising the Ai Industry, just some language model api's...
paper-reading
深度学习经典、新论文逐段精读
UniAD
[NeurIPS 2022 Spotlight] A Unified Model for Multi-class Anomaly Detection
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
AdelaiDet
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
DeCLIP
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
awesome_lightweight_networks
The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐
ConvNeXt
Code release for ConvNeXt model
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
torch-template-for-deep-learning
Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.
MegEngine
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
mmdetection
OpenMMLab Detection Toolbox and Benchmark
detectron2_backbone
detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn
visualization
a collection of visualization function
pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
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
mmdetection-mini
mmdetection最小学习版
Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
DIoU-darknet
Distance-IoU Loss into YOLO v3
deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
Deformable-ConvNets
Deformable Convolutional Networks
clash
A rule-based tunnel in Go.
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
DeepLabV3Plus-Pytorch
DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes