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ultralytics/ultralytics

YOLO models for computer vision tasks

54.0K
Active
Python
Computer Vision
PyTorch
#yolo#object-detection#image-classification

roboflow/supervision

Reusable computer vision tools for developers

36.6K
Active
Python
Computer Vision
Python
#computer-vision#image-processing#deep-learning

open-mmlab/mmdetection

Object detection toolbox for PyTorch with support for multiple tasks and state-of-the-art models.

32.4K
Archived
Python
Computer Vision
PyTorch
#object-detection#instance-segmentation#computer-vision

matterport/Mask_RCNN

Mask R-CNN for object detection and instance segmentation using Keras and TensorFlow

25.5K
Archived
Python
Computer Vision
Keras
#object-detection#instance-segmentation#keras

wkentaro/labelme

A Python library for image polygonal annotation with support for various shapes and flags.

15.6K
Active
Python
React
#image-annotation#computer-vision#deep-learning

PaddlePaddle/PaddleDetection

PaddleDetection is an open-source object detection toolkit based on the PaddlePaddle deep learning framework, supporting various computer vision tasks.

14.1K
Stable
Python
Computer Vision
Python
#object-detection#instance-segmentation#multi-object-tracking

CVHub520/X-AnyLabeling

Effortless data labeling with AI support from Segment Anything and other powerful models.

8.3K
Active
Python
Computer Vision
ML Ops
Python
#artificial-intelligence#computer-vision#image-annotation

roboflow/rf-detr

RF-DETR is a SOTA real-time object detection and segmentation model architecture designed for fine-tuning.

5.8K
Active
Python
Computer Vision
Backend Frameworks
Python
#computer-vision#object-detection#instance-segmentation

dbolya/yolact

A high-performance real-time instance segmentation library for computer vision applications.

5.2K
Stable
Python
Computer Vision
API Frameworks
PyTorch
#instance-segmentation#real-time#computer-vision

chrieke/awesome-satellite-imagery-datasets

List of satellite image training datasets with annotations for computer vision and deep learning

3.9K
Archived
#satellite-image-datasets#computer-vision#deep-learning

aim-uofa/AdelaiDet

AdelaiDet is an open-source toolbox for instance-level detection and recognition tasks, including object detection and text recognition.

3.5K
Archived
Python
Computer Vision
API Frameworks
Python
#object-detection#instance-segmentation#text-detection

luigifreda/pyslam

Python/C++ Visual SLAM pipeline for 3D reconstruction

3.1K
Active
Python
Machine Learning & AI Libraries
#pySLAM#Visual SLAM#3D Reconstruction

lucasjinreal/yolov7_d2

A powerful object detection and instance segmentation library built on top of YOLOv7 and transformers, with TensorRT acceleration.

3.1K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#object-detection#instance-segmentation#transformers

tusen-ai/simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

3.1K
Archived
Python
React
#object-detection#instance-recognition#mxnet

autodistill/autodistill

An AI-powered tool for training supervised models without manual labeling, using foundation models and multimodal learning.

2.6K
Experimental
Python
Computer Vision
Model Distillation
PyTorch
#auto-labeling#computer-vision#foundation-models

MaybeShewill-CV/lanenet-lane-detection

Unofficial implementation of the LaneNet model for real-time lane detection in self-driving car applications.

2.5K
Archived
Python
Computer Vision
API Frameworks
TensorFlow
#deep-learning#instance-segmentation#lane-detection

roboflow/inference

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

2.2K
Active
Python
Computer Vision
API Frameworks
Docker
#computer-vision#inference#object-detection

WXinlong/SOLO

SOLO and SOLOv2 are instance segmentation models for computer vision tasks, built with PyTorch.

1.7K
Archived
Python
Computer Vision
PyTorch
#instance-segmentation#object-detection#computer-vision

laugh12321/TensorRT-YOLO

A toolkit for easier and faster deployment of YOLO (You Only Look Once) object detection models using NVIDIA TensorRT.

1.7K
Active
C++
Computer Vision
API Frameworks
#object-detection#yolo#tensorrt

SHI-Labs/OneFormer

A powerful universal image segmentation model that can handle various segmentation tasks with a single transformer-based model.

1.7K
Archived
Jupyter Notebook
Computer Vision
ML Ops
PyTorch
#image-segmentation#panoptic-segmentation#semantic-segmentation
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