Custom Object Detection Tutorial using YOLOv8 | Python

Publicado em: 03 Agosto 2024
no canal de: Hackers Realm

2,212

⭐️ 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...

🌐 Website: https://www.hackersrealm.net
🔔 Subscribe: http://bit.ly/hackersrealm
🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/con...
📷 Instagram:   / aswintechguy
🔣 Linkedin:   / aswintechguy
🎯 GitHub: https://github.com/aswintechguy
🎬 Share:    • Custom Object Detection Tutorial using YOL...

⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial
😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist
🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist
🐍 Python tutorial playlist: http://bit.ly/python3playlist
💻 Machine learning concepts playlist: http://bit.ly/mlconcepts
✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts
🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist

Make a small donation to support the channel 🙏🙏🙏:-
🆙 UPI ID: hackersrealm@apl
💲 PayPal: https://paypal.me/hackersrealm

🕒 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

#customobjectdetection #machinelearning #hackersrealm #deeplearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #ai #dataanalytics #data #bigdata #programming #datascientist #technology #coding #datavisualization #computerscience #pythonprogramming #analytics #tech #dataanalysis #iot #programmer #statistics #developer #ml #business #innovation #coder #dataanalyst

Nesta página do site você pode assistir ao vídeo on-line Custom Object Detection Tutorial using YOLOv8 | Python duração hora minuto segundo em boa qualidade , que foi baixado pelo usuário Hackers Realm 03 Agosto 2024, compartilhe o link com seus amigos e conhecidos, no youtube este vídeo já foi visto 2,212 vezes e gostou 29 espectadores. Boa visualização!