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MMDetection Gradio Demo

Here is a gradio demo for MMDetection supported inference tasks.

Currently supported tasks:

  • Object Detection
  • Instance Segmentation
  • Panoptic Segmentation
  • Grounding Object Detection
  • Open Vocabulary Object Detection
  • Open Vocabulary Instance Segmentation
  • Open Vocabulary Semantic Segmentation
  • Open Vocabulary Panoptic Segmentation
  • Referring Expression Segmentation
  • Image Caption
  • Referring Expression Image Caption
  • Text-To-Image Retrieval

Preview

Requirements

To run the demo, you need to install MMDetection at first. And please install with the extra multi-modality dependencies to enable multi-modality tasks.

# At the MMDetection root folder
pip install -e ".[multimodal]"

And then install the latest gradio package.

pip install "gradio>=3.31.0"

Start

Then, you can start the gradio server on the local machine by:

cd mmdetection
python projects/gradio_demo/launch.py

The demo will start a local server https://127.0.0.1:7860 and you can browse it by your browser.