Unleash GPT-4 Vision on Videos: Build a Streamlit App with OpenCV & OpenAI GPT-4V!

🌟 Explore the cutting-edge of AI with this hands-on tutorial! We're diving into the exciting world of video processing and AI-driven analysis using Streamlit, OpenCV, and the powerful OpenAI GPT-4 Vision model (GPT-4V).
👁️ What You'll Learn:
Crafting a Streamlit web app for seamless video uploading and processing.
Implementing OpenCV for robust video frame handling and extraction.
Leveraging the groundbreaking capabilities of OpenAI's GPT-4 Vision model to generate insightful video content descriptions.
🔥 App Features:
User-friendly interface for uploading videos in multiple formats (MP4, AVI, MOV).
Instantaneous display of the initial video frame.
Cutting-edge AI-generated descriptions, offering a deeper understanding of video content.
🛠️ Tech Stack:
Streamlit: For building an interactive web application.
OpenCV: For efficient video processing.
OpenAI GPT-4 Vision: For advanced AI-driven content generation and analysis.
🎯 Who Should Watch:
Developers eager to explore AI and machine learning applications.
Content creators looking to integrate AI tools into their workflows.
Enthusiasts interested in video processing and real-world AI use cases.
📝 Prerequisites:
Basic Python proficiency.
Some familiarity with Streamlit and OpenCV.
🔍 Deep Dive into the Code:
Detailed walkthrough of the Python script, with an emphasis on each component.
Tips for effectively integrating the OpenAI API with Streamlit.
Techniques for handling video uploads and frame extraction using OpenCV.
🌈 Bonus Content:
Discussion on potential use-cases and future enhancements.
An interactive comment section for your questions and feedback.
👍 Like, Share, and Subscribe for more content on AI and coding! Your engagement is greatly appreciated and motivates me to produce more tutorials. Leave your thoughts and suggestions in the comments!

[@user-uk9er5vw4c]

thanks for sharing

[@abhishekmukundan8617]

I am getting an error message like this on the local host: NameError: name 'description' is not defined
Traceback:
File "C:\Users\abhis\anaconda3\envs\pytorch_env\Lib\site-packages\streamlit
untime\scriptrunner\script_runner.py", line 535, in _run_script
exec(code, module.__dict__)
File "C:\Users\abhis\OneDrive\Desktop\vision\app.py", line 76, in
main()
File "C:\Users\abhis\OneDrive\Desktop\vision\app.py", line 31, in main
st.write('Description', description)
^^^^^^^^^^^
can anyone help?

[@지능시스템트랙신현수]

Hello. Could you share your code?

[@mrbosstv7083]

Thank you, found a typo though. tfile.name instead of file.name

[@abhishekmukundan8617]

what about this bro, I am getting an error message like this on the local host: NameError: name 'description' is not defined
Traceback:
File "C:\Users\abhis\anaconda3\envs\pytorch_env\Lib\site-packages\streamlit
untime\scriptrunner\script_runner.py", line 535, in _run_script
exec(code, module.__dict__)
File "C:\Users\abhis\OneDrive\Desktop\vision\app.py", line 76, in
main()
File "C:\Users\abhis\OneDrive\Desktop\vision\app.py", line 31, in main
st.write('Description', description)
^^^^^^^^^^^
any help on this part?

[@mrbosstv7083]

@@abhishekmukundan8617 Search for description and check how its being used. It seems like youre missing its initial creation of the variable.