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import os
import gradio as gr
from model import predict
description = """
- This work is a part of the [DepthPro: Beyond Depth Estimation](https://github.com/geetu040/depthpro-beyond-depth) repository, which further explores this model's capabilities on:
- Image Segmentation - Human Segmentation
- Image Super Resolution - 384px to 1536px (4x Upscaling)
- Image Super Resolution - 256px to 1024px (4x Upscaling)
"""
examples_dir = "assets/examples/"
examples = [[os.path.join(examples_dir, filename)] for filename in os.listdir(examples_dir)]
interface = gr.Interface(
fn=predict,
inputs=gr.Image(type="pil"),
outputs=gr.Image(type="pil"),
title="DepthPro: Super Resolution: 384px to 1536px (4x Upscaling)",
description=description,
examples=examples,
)
if __name__ == "__main__":
interface.launch()