Object Detection Python Packages

ultralytics

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

supervision

We write your reusable computer vision tools. 💜

effdet

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

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

autogluon-core

Fast and Accurate ML in 3 Lines of Code

autogluon-features

Fast and Accurate ML in 3 Lines of Code

autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

autogluon-common

Fast and Accurate ML in 3 Lines of Code

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]

fiftyone-db

Refine high-quality datasets and visual AI models

voxel51-eta

ETA: Extensible Toolkit for Analytics

autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

autogluon

Fast and Accurate ML in 3 Lines of Code

sahi

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

fiftyone

Refine high-quality datasets and visual AI models

mmdet

OpenMMLab Detection Toolbox and Benchmark

autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

imgviz

Rich Image Visualization with Minimum Dependency (no OpenCV, Matplotlib)

inference-sdk

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

cvat-sdk

CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

motmetrics

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

nudenet

Lightweight nudity detection

layoutparser

A Unified Toolkit for Deep Learning Based Document Image Analysis

albumentationsx

Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.