Potato Disease Classification: Deep learning project end to end - Deep learning project end to end | Potato Disease Classification - 3 : Model Building

We will train a convolutional neural network in tensorflow using potato plant images. The goal of this model would be to classify these images as either healthy or early blight or late blight. We will cover following topics, ⭐️ Timestamps ⭐️ 00:00 Introduction 00:28 Build and train a CNN model 11:31 Plot training history on graph 15:26 Make predictions/inference on sample images 24:06 Export model to a file on disk 27:42 Exercise for you (very important!) :) Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses. Code: https://github.com/codebasics/potato-disease-classification/blob/main/training/potato-disease-classification-model.ipynb Dataset is taken from Kaggle: https://www.kaggle.com/arjuntejaswi/plant-village 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 🌎 Website: https://codebasics.io/ 🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg #️⃣ Social Media #️⃣ 🔗 Discord: https://discord.gg/r42Kbuk 📸 Instagram: https://www.instagram.com/codebasicshub/ 🔊 Facebook: https://www.facebook.com/codebasicshub 📱 Twitter: https://twitter.com/codebasicshub 📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/ 📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/ ❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.