Potato Disease Classification: Deep learning project end to end - Deep learning project end to end | Potato Disease Classification - 4 : FastAPI/tf serving Backend

tf serving is a convenient way to serve machine learning models. In this video we will first build a FastAPI web server and test it using postman application. We will then have alternate way of doing same thing but this time using tf serving + FastAPI. We will discuss some benefits of tf serving as well. Code: https://github.com/codebasics/potato-disease-classification/tree/main/api What is CORS? https://www.youtube.com/watch?v=4KHiSt0oLJ0 tf serving tutorial: https://www.youtube.com/watch?v=P-5sMcpTE0g FastAPI tutorial: https://www.youtube.com/watch?v=Wr1JjhTt1Xg ⭐️ Timestamps ⭐️ 00:00 Introduction 01:36 Installation 02:53 Approach 1: FastAPI server 22:29 Approach 2: FastAPI + tf serving server 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 Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses. 🌎 Website: https://www.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'.