Welcome to Xtreme1

Open-source platform for multisensory training data.

You can find our

GitHub repos at https://github.com/xtreme1-io/xtreme1

and our cloud version at https://www.basic.ai/

Introduction

Xtreme1 is the world's first open-source platform for multisensory training data.

Xtreme1 provides deep insight into data annotation, data curation, and ontology management to solve 2D image and 3D point cloud dataset ML challenges.

The built-in AI-assisted tools take your annotation efforts to the next level of efficiency for your 2D/3D Object Detection, 3D Instance Segmentation, and LiDAR-Camera Fusion projects.

Key Features

Image Annotation (B-box, Segmentation) - YOLOR & RITM

Lidar-camera Fusion (Frame series) Annotation - OpenPCDet & AB3DMOT

1๏ธโƒฃ Supports data labeling for images ๐Ÿ“ท, 3D LiDAR and 2D/3D Sensor Fusion datasets ๐Ÿš˜ ๐Ÿšฆ ๐Ÿšท

2๏ธโƒฃ Built-in pre-labeling and interactive models support 2D/3D object detection, segmentation and classification ๐Ÿš€

3๏ธโƒฃ Configurable Ontology Center for general classes (with hierarchies) and attributes for use in your model training ๐Ÿ”–

4๏ธโƒฃ Data management and quality monitoring ๐Ÿ“š

5๏ธโƒฃ Find and fix labeling errors ๐Ÿ”ฌ

6๏ธโƒฃ Results visualization to help you to evaluate your model ๐Ÿ“ˆ

3D Point Cloud Cuboid Annotation - OpenPCDet

2D & 3D Fusion Object Tracking Annotation - AB3DMOT

Getting Started

You can install Xtreme1 on a Linux, Windows, or MacOSX machine.

Prerequisites details and built-in models installation is explained here.

Get started from the Quick Start:

wget https://github.com/xtreme1-io/xtreme1/releases/download/v0.7.2/xtreme1-v0.7.2.zip
unzip -d xtreme1-v0.7.2 xtreme1-v0.7.2.zip

docker compose up

Xtreme1 project is now hosted in LF AI & Data Foundation as a sandbox project.

Xtreme1, the First Open-Source Labeling & Annotation and Visualization Project, is debuting at the Linux Foundation AI & DATA Global Landscape

Support and Community

Join our community to chat with other members.

Issue: https://github.com/xtreme1-io/xtreme1/issues

Medium: https://medium.com/multisensory-data-training

GitHub: https://github.com/xtreme1-io/xtreme1

Twitter: https://twitter.com/Xtreme1io

Subscribe to the latest video tutorials on our YouTube channel

๐Ÿ›ฃ๏ธLiDAR Annotation Tool

Learn more

Please refer to the Linux Foundation Trademark Usage page to learn about the usage policy and guidelines: https://www.linuxfoundation.org/trademark-usage.

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