Yolov5 Python Packages

ultralytics-thop

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

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.

inference-sdk

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

yolov5

Packaged version of ultralytics/yolov5 + many extra features

inference

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

pylabel

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

mkdocs-ultralytics-plugin

MkDocs plugin for Ultralytics Docs at https://docs.ultralytics.com

autodistill

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

inference-cpu

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

inference-core

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

deep-utils

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

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

paddledet

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

ultralytics-yolov5

Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

torchyolo

PyTorch implementation of YOLOv5, YOLOv6, YOLOv7, YOLOv8, Sort, StrongSort, OcSort, ByteTrack, Norfair

yolov5-detect

simple yolov5 wrapper for detect(onnx, dnn, openvino)

yolort

yolort is a runtime stack for yolov5 on specialized accelerators such as tensorrt, libtorch, onnxruntime, tvm and ncnn.

torchlm

💎An easy-to-use PyTorch library for face landmarks detection: training, evaluation, inference, and 100+ data augmentations.🎉

yolov5-face

YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

bytetracker

Packaged version of the ByteTrack repository

trtyolo-export

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

yololint

YoloLint is a tool for automatic validation of dataset structure, annotation files, and image sizes in YOLO projects. It helps you catch typical errors in directory structure, YAML files, annotation files, and now also ensures all your images have the correct size before you start model training.

tensorrt-yolo

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️