Mastering Crop Disease Classification | CNN Explained | Crop recommendation system Deep learning

#deeplearning #cnn #tensorflow #deeplearning #aiwithnoor Explore the fascinating world of deep learning as we take on the challenge of potato disease classification. In this comprehensive 3-hour video, we cover everything from building a Convolutional Neural Network (CNN) using Keras and TensorFlow to training the model on the plant potato dataset with three distinct classes: potato healthy, late blight, and early blight. Witness the journey as we achieve an impressive 96% accuracy on the test set. -------------------------------- GitHub Code: https://github.com/611noorsaeed/Potato-Disease-Classification-using-CNN Dataset: https://www.kaggle.com/datasets/muhammadardiputra/potato-leaf-disease-dataset -------------------------------- Timestamps: 00:00:00 - Introduction 00:04:06 - Import Tools and Dataset 00:08:55 - Image Preprocessing. 00:19:55 - CNN Explained With Geometric Representation. 00:15:40 - Data Splits. 01:06:15 - Model Implementation (CNN) 01:25:54 - Model Evaluation. 01:32:54 - Disease Detection System. 01:49:53 - Deployment With Flask App. 01:55:20 - Working With HTML Page and App integration. -------------------------------- 🚀 Get Free AI Courses! 🎓 Explore my YouTube channel for a wide range of playlists designed to boost your AI knowledge and skills! Here are some valuable resources: Python Programming For AI: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSYSbxh2H_RKm_IgUuFaSfp NLP Engineering Bootcamp: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSoVmltlIcWQZ2iGlslVCZy Sentence Transformer Tutorials: https://www.youtube.com/playlist?list=PLdF3rLdF4ICScQkCs5SKFO9zijhSpS8EN Python Console-Based Programming Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRvkolDHFbA36eOI39VpzQ- Recipes Recommendation System: https://www.youtube.com/playlist?list=PLdF3rLdF4ICR9S_KYndYia_x8hnhx0Jea Generative AI Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRiR8-Rtj3Um5oAbapmmkEj Google Gemini LLM Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSRqjErA59Igx9vNBtFWOF2 E-Commerce Products Recommendation: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTVTjSpdX5GCrHBGedaXoru Question MCQs Generator App: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRcTjbHf2UlgQIMZ99GxO5S Full Stack AI Mastery: From Python to Expert Systems: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQZWqrFYTutbuqHSc_swn7H Machine Learning Tutorials: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTrOTMQ5XaUtHc-K0KGQzSS NLP Transformer and LLMs Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRND3Urdm2nf6MM9ntkjvO6 LangChain OpenAI Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTwGLcd7FjqVurZe2OaWlz5 Scikit-learn Tutorials: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSDzmnqIueQDdyODJB8TaA0 Data Analysis with Pandas: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQGnskar9tqCuhi_tSCk40- Machine Learning Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTDKN1VVTfAv35NR5mjK_hk NLP Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQ4-fSEucMqoqMz1tEyjp9q Recommendation System Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTgEwDYcRAECQPnS8eynavM Computer Vision Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQ92Su6Tg-S6tOuxO32NgWs Data Analysis Dashboards: https://www.youtube.com/playlist?list=PLdF3rLdF4ICR1FimUTKHBFUbPHJXUGf7p 100 Days Machine Learning: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQs8-3EzEEGOIIf6zKRWA6A Machine Learning Interview Preparation: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQuJnXhDSNGiKzyFidIay5m OpenCV Tutorials: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQG-RyfcOK3UgPP1XwKLexB 100 Days Computer Vision: https://www.youtube.com/playlist?list=PLdF3rLdF4ICSDGGZz6wj118qbVtQwgt7h Python Chatbot Development: https://www.youtube.com/playlist?list=PLdF3rLdF4ICQ3IeMsyl6ZI4NK45TPK1GJ Machine Learning Regression Projects: https://www.youtube.com/playlist?list=PLdF3rLdF4ICTDXoDdeeyz6u9VGI-XggEK Python Advanced Programs: https://www.youtube.com/playlist?list=PLdF3rLdF4ICRj-s_NsGmjxiZe4GKw4bgO Python Search Engine Development: https://www.youtube.com/playlist?list=PLdF3rLdF4ICReR8yF6AFMPwgxyD1IoFMz Explore these playlists to enhance your skills in AI and machine learning. Don't forget to subscribe for more content! 🔔 ================================ My Accounts Links: Youtube Channel: https://youtube.com/@611aiwithnoor?si=u6bbtkO1-Fb0-5ym Facebook: https://web.facebook.com/dailyverbs.wordspresentation GitHub: https://github.com/account Linkdin: https://www.linkedin.com/in/ai-with-noor-654a23263/ Kaggle: https://www.kaggle.com/noorsaeed