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#

convolutional-neural-networks-cnn

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🧠 AI-Powered Brain Tumor Classification (PoC) 🚀 A personal project exploring the use of convolutional neural networks (CNNs) and transfer learning to classify brain tumors from MRI scans. Designed as a proof of concept for fast, automated, and accurate medical image diagnostics. 🌐⚡

  • UpdatedJun 21, 2025
  • Jupyter Notebook

The Cell can certain features than help doctors to make decision whether you can a certain disease or not. ANN model will take long time for image classification and can only work in images concentrated in center. Here is how you do using CNN(Convolutional Neural Network). CNN is the expanded version of ANN.

  • UpdatedAug 13, 2020
  • Jupyter Notebook
Cat-VS-Dog

Cat VS Dog Classifier: Train a machine to identify whether an image contains a cat or a dog with up to 96% accuracy using deep learning techniques and the VGG16 model.

  • UpdatedMar 26, 2024
  • Jupyter Notebook

Traffic sign recognition using deep learning. Implemented and compared custom CNN and transfer learning models (ResNet50, MobileNetV2) with comprehensive evaluation metrics. Achieved 98.8% accuracy with a focus on real-world efficiency.

  • UpdatedNov 10, 2024
  • Jupyter Notebook

A python language based project for recognition Handwritten Digits using Machine Learning and Deep Learning concepts

  • UpdatedNov 4, 2018
  • Python

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