Spaces:
Sleeping
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README.md
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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# Image Question Answering with BLIP
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Welcome to the Image Question Answering Space! This Hugging Face Space demonstrates a BLIP (Bootstrapped Language-Image Pretraining) model for answering questions about images. The application uses Gradio to provide an interactive web interface.
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## Overview
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This Space allows users to upload an image and ask a question about it. The BLIP model processes the image and question to generate an answer. The model has been deployed using Gradio for easy interaction.
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## How to Use
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Interact with the Model
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- Upload an Image: Click on the upload button to select an image from your device.
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- Ask a Question: Type your question about the image in the provided text box.
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- Get the Answer: Click on the "Submit" button to see the model's response.
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Model Details
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- Model: BLIP (Bootstrapped Language-Image Pretraining)
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- Framework: Transformers and Gradio
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- Functionality: The model provides answers to questions based on the content of the uploaded image.
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Example
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1. Upload an Image: Example image of a cat.
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2. Ask a Question: "Which animal is this?"
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3. Response: The model will provide an answer based on the image content i.e cat.
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API Access:
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You can also use the API developed with Gradio for your own work. The API allows you to programmatically interact with the model.
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About Gradio:
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Gradio provides a simple way to create web interfaces for machine learning models. It enables easy sharing and interaction with models through a user-friendly web application.
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Acknowledgments
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- Hugging Face: For providing the Space platform and the BLIP model.
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- Gradio: For the interactive web interface.
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Feedback and Support
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If you encounter any issues or have suggestions for improvement, please reach out through the Hugging Face discussion forums or file an issue on the [GitHub repository](https://github.com/avinash4002/image_qna).
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