Projects

Updated 7 months ago

sahi • Rank 24.2 • Science 77%

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

coco computer-vision deep-learning explainable-ai fiftyone huggingface instance-segmentation large-image machine-learning merge mmdetection object-detection oriented-object-detection python pytorch remote-sensing satellite small-object-detection tiling yolo11

Updated 7 months ago

ultralytics • Rank 31.9 • Science 64%

Ultralytics YOLO 🚀

cli computer-vision deep-learning hub image-classification instance-segmentation machine-learning object-detection pose-estimation python pytorch rotated-object-detection segment-anything tracking ultralytics yolo yolo-world yolo11 yolov10 yolov8

Updated 7 months ago

supervision • Rank 29.2 • Science 54%

We write your reusable computer vision tools. 💜

classification coco computer-vision deep-learning hacktoberfest image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo

Updated 7 months ago

inference • Rank 25.5 • Science 54%

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

agents classification computer-vision deployment docker inference inference-api inference-server instance-segmentation jetson machine-learning object-detection onnx python tensorrt vit yolo11 yolov12 yolov5 yolov8

Updated 7 months ago

avi-mmdet • Rank 29.1 • Science 46%

OpenMMLab Detection Toolbox and Benchmark

cascade-rcnn convnext detr fast-rcnn faster-rcnn glip grounding-dino instance-segmentation mask-rcnn object-detection panoptic-segmentation pytorch retinanet rtmdet semisupervised-learning ssd swin-transformer transformer vision-transformer yolo

Updated 7 months ago

labelme • Rank 17.9 • Science 54%

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

annotations classification computer-vision deep-learning image-annotation instance-segmentation python semantic-segmentation video-annotation

Updated 7 months ago

deepcell • Rank 16.0 • Science 54%

Deep Learning Library for Single Cell Analysis

cell-biology deep-learning instance-segmentation tensorflow

Updated 7 months ago

socrates • Rank 1.4 • Science 67%

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

camera-traps detection instance-segmentation stereo-camera stereo-vision wildlife

Updated 7 months ago

autodistill • Rank 19.6 • Science 44%

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

auto-labeling computer-vision deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning model-distillation multimodal object-detection pytorch segment-anything yolov5 yolov8

Updated 7 months ago

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].

cell-segmentation dataset deep-learning embc evaluation evaluation-framework evaluation-metrics instance-segmentation medical-imaging panoptic-segmentation segmentation yeast-dataset

Updated 7 months ago

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.

abcnet adelaidet blendmask boxinst condinst densecl fcos instance-segmentation meinst object-detection ocr solo solov2 text-detection text-recognition

Updated 7 months ago

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].

cell-morphology cell-segmentation computer-vision dataset evaluation evaluation-metrics iccv iccvw instance-segmentation optical-flow panoptic-segmentation representation-learning supervised-learning unsupervised-learning yeast yeast-dataset

Updated 7 months ago

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

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

data-augmentation deep-learning deeplearning image-augmentation image-classification image-processing image-segmentations instance-segmentation maching-learning object-detection python

Updated 7 months ago

yolo_ros • Rank 8.8 • Science 44%

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

3d-human-pose-estimation 3d-object-detection human-pose-estimation instance-segmentation obb object-detection object-tracking oriented-bounding-box ros2 ultralytics yolo yoloe yolov10 yolov11 yolov12 yolov8 yolov9

Updated 7 months ago

catnet • Rank 4.4 • Science 36%

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

instance-segmentation object-detection

Updated 7 months ago

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

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

deep-learning graphical-user-interface image-recognition instance-segmentation object-detection web-application

Scientific Software

Updated 7 months ago

Syclops — Peer-reviewed • Science 96%

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

3d-rendering annotation asset-management bounding-boxes computer-vision data-generation dataset-creation depth-estimation instance-segmentation keypoints machine-learning photorealistic point-clouds randomization semantic-segmentation structured-light synthetic-data virtual-environments

Scientific Software · Peer-reviewed

Updated 7 months ago

uni-vision • Science 44%

Python library for handling most vision tasks .\

3d-reconstruction classification depth-estimation detection foundation-models gan instance-segmentation ocr pose-estimation segmentation superres tracking vision-rag vlm

Updated 7 months ago

gpvit • Science 36%

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

computer-vision image-classification instance-segmentation object-detection semantic-segmentation vision-transformer visual-recognition

Updated 7 months ago

cell-detr • Science 54%

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

attention bibm-2020 cell-detr cell-segmentation deep-learning instance-segmentation synthetic-biology system-biology transformer

Updated 7 months ago

segmetrics • Science 75%

Image segmentation and object detection performance measures

image-segmentation instance-segmentation object-segmentation segmentation-accuracy segmentation-analysis segmentation-evaluation

Updated 7 months ago

vayuai • Science 44%

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

deyo image-classification instance-segmentation object-detection object-tracking pose-detection vajra yolo

Updated 7 months ago

ultralytics • Science 44%

Ultralytics YOLO11 🚀

ai cli human-pose-estimation instance-segmentation object-detection pose-estimation pytorch segment-anything yolo yolo-world yoloair yolov10 yolov3 yolov4

Updated 7 months ago

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.