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  short_description: 'It is the task of generating a descriptive sentence '
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  short_description: 'It is the task of generating a descriptive sentence '
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+ # 🧠 Image Captioning with CLIP and GPT-4 (Concept Demo)
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+ This Hugging Face Space is based on the article:
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+ 🔗 [Image Captioning with CLIP and GPT-4 – C# Corner](https://www.c-sharpcorner.com/article/image-captioning-with-clip-and-gpt-4/)
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+ ## 🔍 What it does:
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+ - Takes an image as input.
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+ - Uses **CLIP** (Contrastive Language–Image Pretraining) to understand the image.
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+ - Simulates how a **GPT-style model** could use visual features to generate a caption.
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+ > Note: GPT-4 Vision API isn't open-sourced, so this Space shows a conceptual demo using CLIP.
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+ ## 📦 Models Used
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+ - `openai/clip-vit-base-patch32` (via Hugging Face Transformers)
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+ ## 💡 Future Extensions
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+ - Connect CLIP output to a real LLM like GPT via prompt engineering or fine-tuned decoder.
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+ - Add multiple caption options or refinement steps.
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+ ---
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+ Created for educational use by adapting content from the article.
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+ Check the full article here:
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+ 🔗 [https://www.c-sharpcorner.com/article/image-captioning-with-clip-and-gpt-4/](https://www.c-sharpcorner.com/article/image-captioning-with-clip-and-gpt-4/)
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