X-AnyLabeling

A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, and multimodal data.

ResearchComputer VisionUnknownOpen source
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xanylabeling.com

About X-AnyLabeling

X-AnyLabeling is a desktop application that combines versatile built-in tools with state-of-the-art AI models for annotating text, image, video, and multimodal data. It supports multimodal tasks such as classification, detection, segmentation, pose, tracking, OCR, and more. The application has a model library with 100+ ready-to-use model configurations and supports open formats like COCO, VOC, and YOLO.

Description summarised by AI from the sources listed below.

Key features

  • Multimodal annotation workspace
  • Unified support for annotating and processing text, image, video, and multimodal data
  • Supports tasks such as image classification, object detection, instance segmentation, pose estimation, oriented object detection, multi-object tracking,…
  • Annotation geometry
  • Model library with 100+ ready-to-use model configurations
  • Provides polygons, rectangles, cuboids, rotated boxes, quadrilaterals, circles, lines, polylines, points, masks, and task-specific tools for text detection,…
  • Support for open formats like COCO, VOC, and YOLO
  • Inference stack with ONNX Runtime, TensorRT, OpenCV DNN, or PyTorch
  • Inference stack
  • Integrates a wide range of state-of-the-art deep learning models for AI-assisted annotation, automated labeling, and batch dataset prediction
  • Supports both local and remote inference through engines and serving frameworks such as ONNX Runtime, TensorRT, OpenCV DNN, vLLM, and SGLang
  • Purpose-built tools for document parsing, video classification, and multimodal conversations
  • Open formats
  • Supports importing and exporting formats such as COCO, VOC, YOLO, DOTA, MOT, masks, PPOCR, MMGD, VLM-R1, and ShareGPT
  • Multilingual support

Use cases

  • Data annotation for computer vision tasks
  • Multimodal data annotation
  • Model-assisted labeling
  • High-quality data preparation for training or downstream workflows

Pricing

Pricing model: Unknown — we have not been able to confirm pricing from the official website, so nothing is stated here.

Pricing from the tool's own website.