Mastering YOLO NAS: Object Detection
In this tutorial, you'll learn how to create a custom object detection model using YOLO-NAS. And that's not all – we'll also look at the different cases you might face when creating or collecting a dataset.
Get ready to build, train, and share your own object detection solution with the world!
In this tutorial, you'll learn how to create a custom object detection model using YOLOv8 and Ultralytics Plus. And that's not all – we'll also deploying it on Hugging Face Space. Get ready to build, train, and share your own object detection solution with the world!
00:00 - Intro
0:22 - Steps
1:33 - Knowledge requirement
1:58 - What is Yolo Nas
2:30 - Who Created it ?
4:37 - Installation
7:22 - Environment Setup
11:19 - Dataset
13:38 - Collecting Dataset
16:11 - Annotate Images
19:17 - Folder Structure For Dataset
21:10 - Download Dataset
23:37 - Start Coding
26:38 - Data Parameters
29:55 - Training Parameters
32:12 - Start Training
34:44 - Image Prediction
35:30 - Video Prediction
36:10 - Evaluation
37:01 - Outro
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Deci Article 📰 : https://deci.ai/blog/yolo-nas-foundat...
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📕 Mastering Yolo V8 Object Detection : • Mastering YOLO V8: Object Detection and Hu...
📙 Supervision : • Supervision with Yolo V8 : Video Tracking ...
📗 Mastering Yolo NAS : • Mastering YOLO NAS: Object Detection
🧑🏻💻 Build Ai Assistant : • OpenAI Assistant: From Zero to Deployment.
#yolo #objectdetection #python #yolonas #roboflow #computervision