first commit

.gitignore

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+resources.py
+**venv
+**flagged

app.py

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+import requests
+import gradio as gr
+import json
+from PIL import Image
+from io import BytesIO
+from resources import HF_ACCESS_TOKEN
+
+def fetch_image(url):
+    try:
+        # Fetch the image from the provided URL
+        response = requests.get(url)
+        image = Image.open(BytesIO(response.content))
+        return image, response
+    except Exception as e:
+        return None
+
+def url_to_image(url):
+    image, message = fetch_image(url)
+    if image:
+        return image, message
+    else:
+        return "Invalid URL or Unable to Fetch Image"
+    
+def caption (url):
+    #url = "https://1779092274.rsc.cdn77.org/temp/1714987285_ab89b05ca8071c563d50c6d85a7fdcbd.jpg"
+    
+    image, desc = url_to_image(url)#requests.get(url=url)
+    
+    API_URL = "https://api-inference.huggingface.co/models/Salesforce/blip-image-captioning-large"
+    headers = {"Authorization": "Bearer "+HF_ACCESS_TOKEN}
+    print("Status code:",desc.status_code)
+    
+    if desc.status_code == 200:
+        
+        print("Image downloaded successfully")
+        response = requests.post(API_URL, headers=headers, data=desc)
+    else:
+        print("Failed to download image")
+
+    return image,json.loads(response.text)[0]["generated_text"]
+
+text_input = gr.Textbox(
+            label="URL",
+            info="Image's URL",
+            lines=5,
+            value="https://1779092274.rsc.cdn77.org/temp/1714987285_ab89b05ca8071c563d50c6d85a7fdcbd.jpg"
+        )
+text_output = gr.Textbox(
+            label="Description",
+            info="Image's Description",
+            lines=5,
+            value=""
+        )
+image_output = gr.Image(label="Output Image")
+
+demo = gr.Interface(
+    fn=caption,
+    description= "Get the description for this image",
+    inputs=[text_input], 
+    outputs=[image_output, text_output],
+    title="Image Description Assistante",
+    #capture_session=True
+)
+
+if __name__ == "__main__":
+    demo.launch(share=True)

requirements.txt

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+aiofiles==23.2.1
+altair==5.3.0
+annotated-types==0.6.0
+anyio==4.3.0
+attrs==23.2.0
+certifi==2024.2.2
+charset-normalizer==3.3.2
+click==8.1.7
+contourpy==1.2.1
+cycler==0.12.1
+dnspython==2.6.1
+email_validator==2.1.1
+fastapi==0.111.0
+fastapi-cli==0.0.2
+ffmpy==0.3.2
+filelock==3.14.0
+fonttools==4.51.0
+fsspec==2024.3.1
+gradio==4.29.0
+gradio_client==0.16.1
+h11==0.14.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.27.0
+huggingface-hub==0.23.0
+idna==3.7
+importlib_resources==6.4.0
+Jinja2==3.1.4
+jsonschema==4.22.0
+jsonschema-specifications==2023.12.1
+kiwisolver==1.4.5
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matplotlib==3.8.4
+mdurl==0.1.2
+numpy==1.26.4
+orjson==3.10.3
+packaging==24.0
+pandas==2.2.2
+pillow==10.3.0
+pydantic==2.7.1
+pydantic_core==2.18.2
+pydub==0.25.1
+Pygments==2.18.0
+pyparsing==3.1.2
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
+python-multipart==0.0.9
+pytz==2024.1
+PyYAML==6.0.1
+referencing==0.35.1
+requests==2.31.0
+rich==13.7.1
+rpds-py==0.18.1
+ruff==0.4.3
+semantic-version==2.10.0
+shellingham==1.5.4
+six==1.16.0
+sniffio==1.3.1
+starlette==0.37.2
+tomlkit==0.12.0
+toolz==0.12.1
+tqdm==4.66.4
+typer==0.12.3
+typing_extensions==4.11.0
+tzdata==2024.1
+ujson==5.9.0
+urllib3==2.2.1
+uvicorn==0.29.0
+uvloop==0.19.0
+watchfiles==0.21.0
+websockets==11.0.3