Object Detection Python Packages

ultralytics

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

ultralytics-thop

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

supervision

We write your reusable computer vision tools. 💜

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

autogluon-core

Fast and Accurate ML in 3 Lines of Code

autogluon-features

Fast and Accurate ML in 3 Lines of Code

autogluon-common

Fast and Accurate ML in 3 Lines of Code

effdet

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

inference-gpu

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

inference-cli

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

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]

mmdet

OpenMMLab Detection Toolbox and Benchmark

layoutparser

A Unified Toolkit for Deep Learning Based Document Image Analysis

inference-sdk

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

sahi

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

autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

yolov5

Packaged version of ultralytics/yolov5 + many extra features

autogluon

Fast and Accurate ML in 3 Lines of Code

voxel51-eta

ETA: Extensible Toolkit for Analytics

autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

fiftyone-db

Refine high-quality datasets and visual AI models

fiftyone

Refine high-quality datasets and visual AI models

inference

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