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Object Detection Python Packages

Python packages with the GitHub topic object-detection. Sorted by relevance, with stars and monthly downloads.
ultralytics
ultralytics

Ultralytics YOLO 🚀

10.5M 57K 11K
ultralytics
ultralytics-thop

Profile PyTorch models for FLOPs and parameters, helping to evaluate computational efficiency and memory usage.

6.3M 140 8
autogluon
autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

1.2M 10K 1K
roboflow
supervision

We write your reusable computer vision tools. 💜

1.2M 39K 4K
autogluon
autogluon-core

Fast and Accurate ML in 3 Lines of Code

1.1M 10K 1K
autogluon
autogluon-features

Fast and Accurate ML in 3 Lines of Code

1.1M 10K 1K
autogluon
autogluon-common

Fast and Accurate ML in 3 Lines of Code

1M 10K 1K
roboflow
inference-gpu

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

977K 2K 265
roboflow
inference-cli

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

906K 2K 265
rwightman
effdet

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

536K 2K 302
openvinotoolkit
nncf

Neural Network Compression Framework for enhanced OpenVINOâ„¢ inference

485K 1K 294
autogluon
autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

471K 10K 1K
autogluon
autogluon

Fast and Accurate ML in 3 Lines of Code

460K 10K 1K
obss
sahi

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

438K 5K 746
autogluon
autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

403K 10K 1K
open-mmlab
mmdet

OpenMMLab Detection Toolbox and Benchmark

392K 33K 10K
roboflow
rfdetr

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

273K 7K 902
fcakyon
yolov5

Packaged version of ultralytics/yolov5 + many extra features

271K 292 69
voxel51
voxel51-eta

ETA: Extensible Toolkit for Analytics

207K 36 16
cheind
motmetrics

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

174K 1K 262
voxel51
fiftyone-db

Refine high-quality datasets and visual AI models

170K 11K 761
Layout-Parser
layoutparser

A Unified Toolkit for Deep Learning Based Document Image Analysis

168K 6K 534
roboflow
inference-sdk

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

150K 2K 265
Clarifai
clarifai

Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!

146K 44 8
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