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Object Detection Models

Open‐source deep learning models specialized in detecting and localizing objects in images and videos.

7 projects

30,656 contributors

$21M

Ultralytics YOLO

Ultralytics YOLO11 🚀

Contributors

12,673

Organizations

835

Software value

$4.1M

YOLOv5

YOLOv5 is a computer vision model and framework for real-time object detection, offering state-of-the-art performance, easy training and deployment capabilities, and extensive documentation. It implements the YOLO (You Only Look Once) architecture with improvements for speed and accuracy.

Contributors

8,829

Organizations

713

Software value

$802K

Detectron2

Detectron2 is a computer vision library developed by Facebook AI Research (FAIR) that implements state-of-the-art object detection algorithms. It provides a modular, flexible platform for implementing and training computer vision models, with support for tasks like object detection, instance segmentation, keypoint detection, and panoptic segmentation.

Contributors

4,303

Organizations

603

Software value

$2.3M

DeepLabCut

DeepLabCut is an open-source toolbox for markerless pose estimation of animals performing various behaviors using deep learning. It implements a transfer learning approach to adapt deep neural networks pre-trained on human pose estimation to animal pose tracking with minimal training data.

Contributors

1,838

Organizations

157

Software value

$3.4M

PaddleSeg

PaddleSeg is a deep learning image segmentation toolkit based on PaddlePaddle framework that provides high-performance semantic segmentation, interactive segmentation, and panoptic segmentation models along with training and deployment solutions

Contributors

1,812

Organizations

78

Software value

$6.9M

MMAction2

MMAction2 is an open-source toolbox for video understanding and action recognition tasks. It provides a comprehensive collection of deep learning models, training frameworks, and evaluation tools for video-based tasks like action recognition, temporal action detection, and skeleton-based action recognition.

Contributors

1,201

Organizations

102

Software value

$3.9M

Ultralytics YOLOv3: PyTorch to TFLite Conversion

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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