mmdetection/projects/gradio_demo

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 http://127.0.0.1:7860 and you can browse it by your browser.