sahi • Rank 24.2 • Science 77%

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

ultralytics • Rank 31.9 • Science 64%

Ultralytics YOLO 🚀

supervision • Rank 29.2 • Science 54%

We write your reusable computer vision tools. 💜

inference • Rank 25.5 • Science 54%

Turn any computer or edge device into a command center for your computer vision projects.

avi-mmdet • Rank 29.1 • Science 46%

OpenMMLab Detection Toolbox and Benchmark

labelme • Rank 17.9 • Science 54%

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

deepcell • Rank 16.0 • Science 54%

Deep Learning Library for Single Cell Analysis

socrates • Rank 1.4 • Science 67%

Code and supplementary material for "SOCRATES: Introducing Depth in Visual Wildlife Monitoring using Stereo Vision" (WIP)

autodistill • Rank 19.6 • Science 44%

Images to inference with no labeling (use foundation models to train supervised models).

yeast-in-microstructures-dataset • Rank 3.7 • Science 54%

Official and maintained implementation of the dataset paper "An Instance Segmentation Dataset of Yeast Cells in Microstructures" [EMBC 2023].

https://github.com/aim-uofa/adelaidet • Rank 11.7 • Science 46%

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

tyc-dataset • Rank 2.3 • Science 54%

Official and maintained implementation of the dataset paper "The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures" [ICCVW 2023].

https://github.com/albumentations-team/albumentationsx • Rank 5.6 • Science 49%

Next-generation Albumentations: dual-licensed for open-source and commercial use

yolo_ros • Rank 8.8 • Science 44%

Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2

catnet • Rank 4.4 • Science 36%

🛰️ Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images (TNNLS 2024)

gol • Science 54%

Official implementation of 'Gumbel Optimised Loss for Long Tailed Instance Segmentation' ECCV2022. Paper at: https://arxiv.org/abs/2207.10936

https://github.com/bethgelab/siamese-mask-rcnn • Science 10%

Siamese Mask R-CNN model for one-shot instance segmentation

noisyboundaries • Science 54%

gpvit • Science 36%

[ICLR 2023 Spotlight] GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation

Syclops — Peer-reviewed • Science 96%

Syclops: A Modular Pipeline for Procedural Generation of Synthetic Data - Published in JOSS (2025)

uni-vision • Science 44%

Python library for handling most vision tasks .\

https://github.com/bitdessin/justdeepit • Science 39%

A tool with GUI and CUI for image analysis based on deep learning

https://github.com/aim-uofa/divergen • Science 26%

DiverGen (CVPR 2024) & BSGAL (ICML 2024)

https://github.com/bmcv/superdsm • Science 36%

SuperDSM is a globally optimal segmentation method based on superadditivity and deformable shape models for cell nuclei in fluorescence microscopy images and beyond.

dl-tutorials • Science 57%

This repository contains demonstrations done with deep learning computer vision models.

cell-detr • Science 54%

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

segmetrics • Science 75%

Image segmentation and object detection performance measures

vayuai • Science 44%

Vayuvahana Technologies Private Limited presents to you VajraV1, a state-of-the-art (SOTA) real time object detection model

farmland-instance-segmentation • Science 44%

instance segmentation in IFLYTEK farmland challenges based on mmdetection

ultralytics • Science 44%

Ultralytics YOLO11 🚀