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keras-tensorflow

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ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!

  • Updated Nov 19, 2024
  • Jupyter Notebook

"🎨🤖 Doodle-Guesser Game: Draw doodles & let AI guess! Powered by a CNN trained on Google's QuickDraw dataset (1 million+ images and 345 classes), it predicts in real-time and shows the top 5 probabilities with a pie chart 🥧. Built using TensorFlow, Keras, & Streamlit. A fun blend of AI & gaming! 🚀"

  • Updated Nov 17, 2024
  • Jupyter Notebook
AI-ML-Classifiers

🤖 This repository houses a collection of image classification models for various purposes, including vehicle, object, animal, and flower classification. Each classifier is built using deep learning techniques and pre-trained models to accurately identify and categorize images based on their respective classes. Also includes a sample Flask backend!

  • Updated Nov 17, 2024
  • Python

This repository shows all of my Jupyter Notebook or Google CoLab projects. Through the Promoting Inclusivity in Computing program at San Francisco State, I have learned many coding skills. These include, Interdisciplinary Python Biological Applications, Data Structures, and now Machine Learning.

  • Updated Nov 16, 2024
  • Jupyter Notebook

The Plant Disease Classification project uses the NasNetMobile deep learning model to classify plant conditions into five categories: fungus, healthy, virus, pests , and bacteria . With a FastAPI backend, SQL Server database, and Streamlit frontend, it enables users to upload images and get quick, accurate disease predictions.

  • Updated Nov 16, 2024
  • Jupyter Notebook

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