README.md

metadata

title: Intel OpenVINO Object Detection (model_api)
emoji: 📚
colorFrom: blue
colorTo: blue
sdk: gradio
sdk_version: 6.1.0
app_file: app.py
pinned: false
short_description: Intel OpenVINO™ object detection demo with Intel model_api.
tags:
  - openvino
  - intel
  - model-api
  - object-detection
  - computer-vision
  - yolo
  - gradio
  - inference
  - edge-ai
models:
  - Ultralytics/YOLO11
  - mgumowsk/YOLO11

Intel OpenVINO™ Object Detection with Intel® model_api

Fast, practical computer vision inference in the browser using:

• Intel OpenVINO™ Runtime for optimized CPU inference
• Intel® OpenVINO Model API (model_api) for unified preprocessing/postprocessing and task wrappers
• Gradio for a clean interactive UI

This Space supports image inference and video inference (processed output video), plus a lightweight performance metrics readout.

What you can do

• Upload an image and run object detection
• Upload a video and run frame-by-frame object detection (outputs an annotated video)
• Try curated examples for both images and videos

Tech stack (keywords)

Intel OpenVINO, Intel model_api, OpenVINO IR (.xml/.bin), YOLO object detection, Gradio demo, computer vision inference, edge AI.

Links

• Intel® OpenVINO Model API (GitHub): https://github.com/open-edge-platform/model_api
• Model API documentation: https://open-edge-platform.github.io/model_api/latest
• Hugging Face Spaces config reference: https://huggingface.co/docs/hub/spaces-config-reference

Notes

• Models are loaded from the repository models/ directory.
• Example media is located in examples/.