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README.md
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short_description: 'It is the task of generating a descriptive sentence '
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short_description: 'It is the task of generating a descriptive sentence '
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---
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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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