Create app.py

app.py

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+import json
+import gradio as gr
+from validate import StyleImageDatabase
+
+JSON_FILE_NAME = 'validate_results_images.json'
+
+def get_grouped_images_from_database():
+    database = StyleImageDatabase()
+    images = database.get_all_style_images()
+    grouped_images = {}
+    
+    for image in images:
+        style_id = image[1]
+        style_name = image[2]
+        request_image_url = image[3]
+        result_image_url = image[4]
+        
+        if style_id not in grouped_images:
+            grouped_images[style_id] = {'style_name': style_name, 'images': []}
+
+        image_data = {'result_image_url': result_image_url, 'request_image_url': request_image_url}
+        grouped_images[style_id]['images'].append(image_data)
+    
+    return grouped_images
+
+def save_images_to_json_file(grouped_images):
+    with open(JSON_FILE_NAME, 'w') as json_file:
+        json.dump(grouped_images, json_file, indent=4)
+
+def load_images_from_json_file():
+    with open(JSON_FILE_NAME, 'r') as json_file:
+        return json.load(json_file)
+    
+def get_test_images():
+    return {
+        "Lukas": "https://cc.cz/wp-content/uploads/2020/10/lukas_strandel_ceo_futured_01-1.jpg",
+        "Jana": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-10-36-19-IMG_7058 2 1.jpg",
+        "Honzík1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-10-33-39-IMG_20210401_210045_869.jpg",
+        "Radek1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-27-12-34-30-IMG_0422.jpg",
+        "Radek2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-08-31-18-radek_selfie.jpeg",
+        "Bezo1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-10-47-10-IMG_3670 1.jpeg",
+        "Bezo2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-10-38-40-IMG_3845.jpeg",
+        "David": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-10-38-40-56798776 1.jpg",
+        "Kalman": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-08-31-18-kalman.jpg",
+        "Lenka": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-08-31-18-lenka.jpg",
+        "Kotal": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-08-31-18-kotal.png",
+        "Sumera1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-09-02-18-martin.jpg",
+        "Sumera2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-08-31-18-martin_sucks.jpg",
+        "Lada": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-03-28-08-31-18-lada.jpg",
+        "Vladka1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-08-8264DE74-B9CE-477C-8883-CD5699C41B45.JPG",
+        "Radek3": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-10-IMG_0558.jpg",
+        "Pollak": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-13-PXL_20211217_185315324.jpg",
+        "Martina1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-19-IMG_7157.jpg",
+        "Vox1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-23-1000044348.jpg",
+        "Sarka1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-26-IMG_6809.jpg",
+        "Ruda1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-30-IMG_0104.JPG",
+        "Matsem": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-32-PXL_20240412_133830638.MP.jpg",
+        "Martina2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-36-IMG_6007.jpg",
+        "Radek4": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-41-IMG_9661.jpg",
+        "Matej G. 1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-44-IMG_8423.jpg",
+        "Marie1": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-45-IMG_2294.jpg",
+        "Sarka2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-46-IMG_7474.jpg",
+        "Matej G. 2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-51-IMG_6556.jpg",
+        "Ruda2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-52-IMG_0586.jpg",
+        "Marie2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-55-IMG_0381.jpg",
+        "Vox2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-56-1000052742.jpg",
+        "Vladka2": "https://mdevcamp-ai-upload-script.s3.amazonaws.com/images/2024-04-15-10-50-59-51E641DC-CEB1-4786-BE5B-56D443790907.JPG",
+        "Honzik2": "https://storage.googleapis.com/mdevcamp-avatars/source/af146193-f350-11ee-9eb3-4200a9fe0102",
+        "Honzik3": "https://storage.googleapis.com/mdevcamp-avatars/source/9386c6f4-f654-11ee-9eb3-4200a9fe0102",        
+        "Simon1": "https://storage.googleapis.com/mdevcamp-avatars/source/bcd9af2b-f6ac-11ee-9eb3-4200a9fe0102",
+        "Simon2": "https://storage.googleapis.com/mdevcamp-avatars/source/f798bc1b-f70d-11ee-9eb3-4200a9fe0102",
+        "Simon3": "https://storage.googleapis.com/mdevcamp-avatars/source/b922a19c-f70a-11ee-9eb3-4200a9fe0102",
+        "Patrik": "https://storage.googleapis.com/mdevcamp-avatars/source/9c178993-f71e-11ee-9eb3-4200a9fe0102",
+        "Patrik2": "https://storage.googleapis.com/mdevcamp-avatars/source/f3bd8696-f71a-11ee-9eb3-4200a9fe0102",
+        "Patrik3": "https://storage.googleapis.com/mdevcamp-avatars/source/af3b30ef-f713-11ee-9eb3-4200a9fe0102",
+    }
+
+if __name__ == "__main__":
+    # database = StyleImageDatabase()
+    # grouped_images = get_grouped_images_from_database()
+    # save_images_to_json_file(grouped_images)
+
+    loaded_images = load_images_from_json_file()
+
+    test_images_with_names = get_test_images()
+    inverted_test_images_with_names = {v: k for k, v in test_images_with_names.items()}
+
+    with gr.Blocks() as demo:
+        for style_id, data in loaded_images.items():
+            with gr.Accordion(label=f"Style {data['style_name']} - {style_id}", open=False):
+                with gr.Row():
+                    images = [(image['result_image_url'], inverted_test_images_with_names.get(image['request_image_url'], image['request_image_url'])) for image in data['images']]
+                    gr.Gallery(
+                        label="Results",
+                        value=images,
+                        show_label=False,
+                        elem_id="gallery",
+                        columns=[5],
+                        rows=[10],
+                        object_fit="contain",
+                        height="auto",
+                    )
+
+    demo.launch()
+
+