Potato Disease Classification: Deep learning project end to end - Deep learning project end to end | Potato Disease Classification Using CNN - 1 : Problem Statement

This is the first video in end to end deep learning project series in agriculture domain. Farmers every year face economic loss and crop waste due to various diseases in potato plants. We will use image classification using CNN and built a mobile app using which a farmer can take a picture and app will tell you if the plant has a disease or not. Technology stack for this project will be, Model Building: tensorflow, CNN, data augmentation, tf dataset Backend Server and ML Ops: tf serving, FastAPI Model Optimization: Quantization, Tensorflow lite Frontend: React JS, React Native Deployment: GCP (Google cloud platform, GCF (Google cloud functions) Code: https://github.com/codebasics/potato-disease-classification Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses. Project Playlist : https://www.youtube.com/playlist?list=PLeo1K3hjS3ut49PskOfLnE6WUoOp_2lsD Project Hindi Playlist : https://www.youtube.com/playlist?list=PLPbgcxheSpE1gl5WkrwtmRiCwiGMM8NdH Deep learning tutorials: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO Python tutorials: https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0 All machine learning projects: https://www.youtube.com/playlist?list=PLeo1K3hjS3ut2o1ay5Dqh-r1kq6ZU8W0M ⭐️ Timestamps ⭐️ 00:00 Introduction 00:42 Problem statement 01:33 Possible solution for this problem 02:42 Technical architecture 07:52 Project pre-requisites 🌎 My Website For Video Courses: https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description Need help building software or data analytics and AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website. 🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg #️⃣ Social Media #️⃣ 🔗 Discord: https://discord.gg/r42Kbuk 📸 Codebasics Instagram: https://www.instagram.com/codebasicshub/ 🔊 Codebasics Facebook: https://www.facebook.com/codebasicshub 📝 Codebasics LinkedIn: https://www.linkedin.com/company/codebasics/ 📱 Codebasics X handle: https://twitter.com/codebasicshub 📸 Dhaval's Instagram: https://www.instagram.com/dhavalsays/ 📝 Dhaval's LinkedIn: https://www.linkedin.com/in/dhavalsays/ 📱 Dhaval's X handle: https://x.com/dpcodebasics ❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.