Custom Object Detection Tutorial using YOLOv8 | Python

Published: 03 August 2024
on channel: Hackers Realm

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⭐️ Content Description ⭐️
In this video, I have explained about how to train your own custom object detection model using YOLO. We transformed the dataset to YOLO format and trained the model from scratch to detect cars from the image.
GitHub Code Repo: http://bit.ly/dlcoderepo
Dataset link: https://www.kaggle.com/datasets/sshik...
Text-based Tutorial: https://www.hackersrealm.net/post/cus...

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🕒 Timeline
00:00 Introduction to Object Detection
00:54 Install & Import Modules
04:23 Load the Dataset
06:50 Preprocess the Dataset
11:04 Exploratory Data Analysis
17:27 Create Annotations for YOLO Format
25:34 Split Data for Training & Testing
36:17 YOLOv8 Model Training
43:53 Test with Real Image

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