End to end Object Detection Project Implementation Using YOLOv5 with Deployment | AWS | Azure🚀

Code: https://github.com/entbappy/End-to-en...

Welcome to my comprehensive guide on implementing an end-to-end Object Detection project using the powerful YOLOv5 model! 🚀

In this tutorial, we'll take you through every step of the process, from data preparation and model training to deployment, enabling you to detect objects in images and videos with remarkable accuracy and efficiency.

▬▬▬▬▬ Contents of this video ▬▬▬▬▬

00:00:00 - Introduction
00:03:48 - Project Demo
00:07:29 - Github Repository Setup
00:12:27 - Project Template Creation
00:36:31 - Requirements Installation & Project Setup
00:45:25 - Data Annotation
00:56:52 - Notebook Expriement
01:28:38 - Logging, Exception & Utils Modules
01:43:41 - Project Workflows
01:45:41 - Data Ingestion Component
02:09:33 - Data Validation Component
02:25:53 - Model Trainer Component
02:46:37 - Prediction Pipeline & User App
02:58:19 - Dockerization & AWS CICD Deployment
03:23:05 - Azure CICD Deployment

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