Spaces:
Sleeping
Sleeping
Reverting back due to no image being produced
Browse files
app.py
CHANGED
@@ -6,7 +6,6 @@ import gradio as gr
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from transformers import CLIPProcessor, CLIPModel
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import numpy as np
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import time
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import threading
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# Replace with your own API key
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STABLE_DIFFUSION_API_KEY = "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"
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@@ -45,10 +44,6 @@ def get_mood_from_image(image: Image.Image):
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return selected_mood
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def is_black_image(image: Image.Image) -> bool:
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img_array = np.array(image)
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return np.all(img_array == 0)
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def generate_art(mood):
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# Implement art generation logic using the Stable Diffusion API
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prompt = f"{mood} generative art with vibrant colors and intricate patterns ({str(np.random.randint(1, 10000))})"
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@@ -63,59 +58,33 @@ def generate_art(mood):
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}
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while True:
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response = requests.post('https://api-inference.huggingface.co/models/runwayml/stable-diffusion-v1-5', headers=headers, json=json_data)
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if response.status_code == 503:
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print("Model is loading, waiting for 30 seconds before retrying...")
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time.sleep(30)
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continue
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if response.status_code != 200:
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print(f"Error: API response status code {response.status_code}")
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print("Response content:")
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print(response.content)
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return None
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image = Image.open(BytesIO(response.content))
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# Check if the image is black
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if not is_black_image(image):
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break
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return image
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pass
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result = {}
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result['art'] = generate_art(mood)
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thread = threading.Thread(target=generate_and_store_result)
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thread.start()
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thread.join(timeout)
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if thread.is_alive():
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raise ArtGenerationTimeout()
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else:
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return result['art']
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def mood_art_generator(image):
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mood = get_mood_from_image(image)
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print("Mood:", mood)
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if mood:
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return art, output_text
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except ArtGenerationTimeout:
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return None, "Art generation took too long. Please try again."
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else:
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return None, "Failed to generate artwork."
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from transformers import CLIPProcessor, CLIPModel
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import numpy as np
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import time
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# Replace with your own API key
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STABLE_DIFFUSION_API_KEY = "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"
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return selected_mood
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def generate_art(mood):
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# Implement art generation logic using the Stable Diffusion API
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prompt = f"{mood} generative art with vibrant colors and intricate patterns ({str(np.random.randint(1, 10000))})"
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}
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while True:
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response = requests.post('https://api-inference.huggingface.co/models/runwayml/stable-diffusion-v1-5', headers=headers, json=json_data)
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if response.status_code == 503:
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print("Model is loading, waiting for 30 seconds before retrying...")
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time.sleep(30)
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continue
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if response.status_code != 200:
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print(f"Error: API response status code {response.status_code}")
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print("Response content:")
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print(response.content)
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return None
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break
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image = Image.open(BytesIO(response.content))
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return image
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def mood_art_generator(image):
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mood = get_mood_from_image(image)
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print("Mood:", mood)
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if mood:
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art = generate_art(mood)
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output_text = f"You seem to be {mood}. Here's an artwork representing it!"
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return art, output_text
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else:
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return None, "Failed to generate artwork."
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