Building Skin Cancer Detection System Using CNN Deep Learning | Skin Cancer Diagnosis Using Python

Описание: #datascience #deeplearning #keras #aiwithnoor
Learn how to build an end-to-end skin cancer detection system using Convolutional Neural Networks (CNN) with deep learning. This project covers data preprocessing, model building, training, and evaluation. Perfect for AI enthusiasts aiming to apply deep learning in healthcare!
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Resources:
Blog:   / deep-learning-with-keras-2025  

Kaggle Notebook: https://www.kaggle.com/code/noorsaeed...

GitHub: https://github.com/611noorsaeed/Skin-...

Save Model:
https://www.kaggle.com/models/noorsae...

Dataset; https://www.kaggle.com/datasets/bhave...
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Timestamps:
00:00 - Introduction
02:45 - Imports
09:40 - Data Loading & Preprocessing
17:26 - Exploratory Data Analysis (EDA)
20:56 - Building CNN For image Classification
28:51 - Training and Evaluation
35:14 - Classification Report and Confusion Matrix
39:52 - Prediction System
43:07 - Streamlit APP and Model Integration
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