CalvinSMU

SwiftFormer

[ICCV'23] Official repository of paper SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications

SelfSVD

[ECCV 2024, Oral] Self-Supervised Video Desmoking for Laparoscopic Surgery

YOLOv8-DeepSORT-Object-Tracking

YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT

SurgNet

The official repository for "SurgNet: Self-supervised Pretraining with Semantic Consistency for Vessel and Instrument Segmentation in Surgical Images"

Rethinking-Low-quality-Optical-Flow

PyTorch implementation for "Rethinking Low-quality Optical Flow in Unsupervised Surgical Instrument Segmentation"

LightM-UNet

Pytorch implementation of "LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation"

onnx-tensorrt

ONNX-TensorRT: TensorRT backend for ONNX

EfficientSAM

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

tuning_playbook_zh_cn

一本系统地教你将深度学习模型的性能最大化的战术手册。

Endoscapes

Official Repository for the Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment

awesome-image-classification

A curated list of deep learning image classification papers and codes

pytorch-classification

Classification with PyTorch.

nnUNet

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

lossless-cut

The swiss army knife of lossless video/audio editing

ISAT_with_segment_anything

Interactive semi-automatic image segmentation annotation tool.（交互式半自动图像分割标注工具）

AiLES

ISAT

ISAT - Image segmentation annotation tool.（图像分割标注工具，支持语义分割与实例分割）

ISAT_with_segment_anything

Labeling tool with SAM(segment anything model),supports SAM, SAM2, sam-hq, MobileSAM EdgeSAM etc.交互式半自动图像标注工具

EISeg

高效交互式语义分割标注软件EISeg 『Efficient and intelligent interactive segmentation annotation software』

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

MedSAM

Segment Anything in Medical Images

UniverSeg

UniverSeg: Universal Medical Image Segmentation

PlotNeuralNet

Latex code for making neural networks diagrams

segment-anything-annotator

We developed a python UI based on labelme and segment-anything for pixel-level annotation. It support multiple masks generation by SAM(box/point prompt), efficient polygon modification and category record. We will add more features (such as incorporating CLIP-based methods for category proposal and VOS methods for video datasets

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

salt

Segment Anything Labelling Tool

napari-segment-anything

Segment Anything Model (SAM) native Qt UI