Build an AI Image Classifier with Python & GitHub Copilot | Easy AI Project | Tamil | Karthik's Show
Key Takeaways
Builds an AI image classifier using Python, Streamlit, Hugging Face Transformers, and GitHub Copilot
Original Description
Build a complete AI Image Classifier using Python, Streamlit, Hugging Face Transformers, and GitHub Copilot in this beginner-friendly Tamil tutorial.
In this video, we build the third project in our AI Projects series. You will learn how to create a simple web app where users can upload an image and get the top predictions with confidence scores.
We will cover:
* Project setup in VS Code
* Creating and activating a virtual environment
* Installing Streamlit, Transformers, PyTorch, and Pillow
* Loading a pretrained Vision Transformer model
* Uploading and displaying images
* Running image classification
* Showing the top three predictions
* Using GitHub Copilot for debugging
* Understanding and fixing errors without rewriting the full project
This project is ideal for beginners who know basic Python and want to start building real AI applications.
Link to Playlist: https://www.youtube.com/playlist?list=PLE1SJVkd0yXo
GitHub Code:
https://github.com/KarthiksShow/AI-image-classifier
Next project in the series: Document Summariser
Check 'Python Programming for Beginners' Tamil course at https://www.karthiksshow.com/courses/Python-Programming-for-Beginners-638dbf0ce4b09464540754a9.
Check 'Python Programming for Machine Learning' Tamil course at https://www.karthiksshow.com/courses/Python-Programming-for-Machine-Learning-649d29ace4b0834a0c48cee3
Check "Python Programming Package" at https://www.karthiksshow.com/courses/Python-Programming-Package-64f2c028e4b039bbd3fe6bf5
Subscribe to **Karthik’s Show** for more beginner-friendly AI, Python, LLM, and project-based tutorials.
#Python #ArtificialIntelligence #ImageClassifier #GitHubCopilot #Streamlit #HuggingFace #AITutorial #TamilTech #PythonProject #KarthiksShow
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