The Top 23 Object Detection Open Source Projects

Open source projects categorized as Object Detection

Categories > Artificial Intelligence > Object Detection

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Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

dependent packages 2total releases 3most recent commit a year ago

Mmdetection ⭐ 26,886

OpenMMLab Detection Toolbox and Benchmark

dependent packages 31total releases 52most recent commit a year ago

Mask_rcnn ⭐ 23,745

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

total releases 5most recent commit 2 years ago

Darknet ⭐ 21,644

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

most recent commit a year ago

Deep Learning For Image Processing ⭐ 18,759

deep learning for image processing including classification and object-detection etc.

most recent commit 2 years ago

Ultralytics ⭐ 18,719

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

dependent packages 85total releases 270most recent commit a year ago

Albumentations ⭐ 14,854

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

dependent packages 273total releases 53most recent commit 3 months ago

Cvat ⭐ 13,919

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

most recent commit 21 days ago

Swin Transformer ⭐ 13,418

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

most recent commit a year ago

Frigate ⭐ 13,106

NVR with realtime local object detection for IP cameras

most recent commit a year ago

Detr ⭐ 12,391

End-to-End Object Detection with Transformers

total releases 3most recent commit a year ago

Cvpr2023 Paper Code Interpretation ⭐ 12,148

cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集，极市团队整理

most recent commit 2 years ago

Paddledetection ⭐ 11,653

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

dependent packages 1total releases 9most recent commit 2 years ago

Deep_learning_object_detection ⭐ 10,821

A paper list of object detection using deep learning.

most recent commit 3 years ago

Yolov3 ⭐ 9,865

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

most recent commit a year ago

Yolox ⭐ 9,579

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

dependent packages 1total releases 3most recent commit 8 months ago

Techniques ⭐ 9,411

Techniques for deep learning with satellite & aerial imagery

most recent commit 2 months ago

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

dependent packages 57total releases 43most recent commit a year ago

Computervision Recipes ⭐ 9,225

Best Practices, code samples, and documentation for Computer Vision.

most recent commit a year ago

Autogluon ⭐ 8,807

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168most recent commit 2 months ago

Pytorch Grad Cam ⭐ 8,723

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

dependent packages 10total releases 28most recent commit 2 years ago

Imageai ⭐ 8,051

A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities

dependent packages 6total releases 13most recent commit 2 years ago

Ailab ⭐ 7,674

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

most recent commit a year ago

The 10 Most Depended On Object Detection Open Source Projects

Albumentations ⭐ 14,854

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

dependent packages 273total releases 53latest release June 10, 2023most recent commit 3 months ago

Ultralytics ⭐ 18,719

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

dependent packages 85total releases 270latest release December 08, 2023most recent commit a year ago

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

dependent packages 57total releases 43latest release December 08, 2023most recent commit a year ago

Mmdetection ⭐ 26,886

OpenMMLab Detection Toolbox and Benchmark

dependent packages 31total releases 52latest release October 12, 2023most recent commit a year ago

Autodistill ⭐ 1,286

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

dependent packages 31total releases 24latest release December 01, 2023most recent commit a year ago

Yolov5 Pip ⭐ 273

Packaged version of ultralytics/yolov5 + many extra features

dependent packages 23total releases 69latest release October 16, 2023most recent commit 2 years ago

Stardist ⭐ 962

StarDist - Object Detection with Star-convex Shapes

dependent packages 22total releases 29latest release July 21, 2023most recent commit 9 months ago

Catalyst ⭐ 3,151

Accelerated deep learning R&D

dependent packages 19total releases 108latest release April 29, 2022most recent commit 2 years ago

Py Motmetrics ⭐ 1,281

:bar_chart: Benchmark multiple object trackers (MOT) in Python

dependent packages 17total releases 9latest release December 26, 2022most recent commit 2 years ago

Autogluon ⭐ 8,807

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 2 months ago

The 10 Latest Releases In Object Detection Open Source Projects

Mean_average_precision ⭐ 184

Mean Average Precision for Object Detection

dependent packages 2total releases 5latest release January 05, 2024most recent commit 2 years ago

Sparsify ⭐ 310

ML model optimization product to accelerate inference.

total releases 136latest release December 11, 2023most recent commit 2 years ago

Autogluon ⭐ 8,807

Fast and Accurate ML in 3 Lines of Code

dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 2 months ago

Supervision ⭐ 9,320

We write your reusable computer vision tools. 💜

dependent packages 57total releases 43latest release December 08, 2023most recent commit a year ago

Ultralytics ⭐ 18,719

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

dependent packages 85total releases 270latest release December 08, 2023most recent commit a year ago

Hcaptcha Challenger ⭐ 1,247

🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.

dependent packages 2total releases 113latest release December 07, 2023most recent commit 2 years ago

Deepsparse ⭐ 2,729

Sparsity-aware deep learning inference runtime for CPUs

dependent packages 3total releases 141latest release December 07, 2023most recent commit a year ago

Deep_utils ⭐ 95

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

total releases 83latest release December 06, 2023most recent commit a year ago

Inference ⭐ 716

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

total releases 17latest release December 05, 2023most recent commit a year ago

Sparseml ⭐ 1,910

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

dependent packages 5total releases 37latest release December 04, 2023most recent commit a year ago

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