run.ipynb

{"cells": [{"cell_type": "markdown", "id": "302934307671667531413257853548643485645", "metadata": {}, "source": ["# Gradio Demo: image_editor_sketchpad"]}, {"cell_type": "code", "execution_count": null, "id": "272996653310673477252411125948039410165", "metadata": {}, "outputs": [], "source": ["!pip install -q gradio "]}, {"cell_type": "code", "execution_count": null, "id": "288918539441861185822528903084949547379", "metadata": {}, "outputs": [], "source": ["import gradio as gr\n", "import numpy as np\n", "\n", "def percent_of_pixels_selected(image):\n", "    mask = image[\"layers\"][0]\n", "    mask_bool = mask[:,:,3] > 0\n", "    return f\"{round(np.sum(mask_bool) / mask_bool.size * 100, 2)}%\"\n", "\n", "image_editor = gr.Sketchpad(\n", "    type=\"numpy\",\n", ")\n", "output_image = gr.Label(\n", "    label=\"Percent of Pixels Selected\"\n", ")\n", "\n", "demo = gr.Interface(\n", "    fn=percent_of_pixels_selected,\n", "    inputs=image_editor,\n", "    outputs=output_image,\n", "    live=True\n", ")\n", "\n", "if __name__ == \"__main__\":\n", "    demo.launch()"]}], "metadata": {}, "nbformat": 4, "nbformat_minor": 5}