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| import os | |
| import gradio as gr | |
| # Ejemplos imágenes región de Antofagasta | |
| os.system("wget -O cordillera_806.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/cordillera_806.png") | |
| os.system("wget -O cordillera_943.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/cordillera_943.png") | |
| os.system("wget -O glaciar_657.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/glaciar_657.png") | |
| os.system("wget -O glaciar_719.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/glaciar_719.png") | |
| # Ejemplos imágenes de la zona del Huasco | |
| os.system("wget -O demo_c_0.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/demo_c_0.png") | |
| os.system("wget -O demo_c_1.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/demo_c_1.png") | |
| os.system("wget -O demo_c_2.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/demo_c_2.png") | |
| os.system("wget -O demo_c_3.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/demo_c_3.png") | |
| os.system("wget -O demo_g_0.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/demo_g_0.png") | |
| os.system("wget -O demo_g_1.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/demo_g_1.png") | |
| os.system("wget -O demo_g_2.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/demo_g_2.png") | |
| os.system("wget -O demo_g_3.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/demo_g_3.png") | |
| os.system("wget -O cordillera_arg_1.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/cordillera_arg_1.png") | |
| os.system("wget -O cordillera_arg_2.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/cordillera_arg_2.png") | |
| os.system("wget -O glaciar_arg_1.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/glaciar_arg_1.png") | |
| os.system("wget -O glaciar_arg_2.png https://huggingface.co/spaces/alkzar90/rock-glacier-detector/resolve/main/example_images/glaciar_arg_2.png") | |
| iface = gr.Interface.load(name='alkzar90/skynet', | |
| src='models', | |
| api_key='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', | |
| title='Skynet: detector de glaciares de roca 🛰️ + 🗡️', | |
| description="Modelo de clasificación de imágenes para detectar glaciares de roca.<br> Se entrenó un modelo [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) con _fine-tuning_ en el [rock-glacier-dataset](https://huggingface.co/datasets/alkzar90/rock-glacier-dataset)", | |
| examples=[['cordillera_806.png'], ['cordillera_943.png'], ['glaciar_657.png'], ['glaciar_719.png'], | |
| ['demo_c_0.png'], ['demo_c_1.png'], ['demo_c_2.png'], ['demo_c_3.png'], | |
| ['demo_g_0.png'], ['demo_g_1.png'], ['demo_g_2.png'], ['demo_g_3.png'], | |
| ['cordillera_arg_1.png'], ['cordillera_arg_2.png'], ['glaciar_arg_1.png'], ['glaciar_arg_2.png']], | |
| cache_examples=False) | |
| if __name__ == "__main__": | |
| iface.launch() | |