YOLOv9 Tutorial: Train Model on Custom Dataset | How to Deploy YOLOv9

Описание: Description:

Get hands-on with YOLOv9! This video dives into the architecture, setup, and how to train YOLOv9 on your custom datasets.

Chapters:

00:00 Intro
00:36 Setting Up YOLOv9
03:29 YOLOv9 Inference with Pre-Trained COCO Weights
06:35 Training YOLOv9 on Custom Dataset
10:44 YOLOv9 Model Evaluation
13:53 YOLOv9 Inference with Fine-Tuned Model
15:18 Model Deployment with Inference Package
17:37 Important Considerations for Using YOLOv9
19:00 Demo: Build Self-Service Checkout with YOLOv9
19:50 Outro

Resources:

Object Detection Model Leaderboard: https://roboflow.com/models/leaderboard

Roboflow: https://roboflow.com
Roboflow Universe: https://universe.roboflow.com

🔴 Community Session March 14 2024 at 09:00 AM PST / 12:00 PM EST / 06:00 PM CET: https://roboflow.stream

⭐ Inference GitHub: https://github.com/roboflow/inference
⭐ Notebooks GitHub: https://github.com/roboflow/notebooks
⭐ Supervision GitHub: https://github.com/roboflow/supervision

⭐ YOLOv9 GitHub: https://github.com/WongKinYiu/yolov9
🗞 YOLOv9 arXiv paper: https://arxiv.org/abs/2402.13616

🗞 YOLOv9 blog post: https://blog.roboflow.com/train-yolov...
📓 YOLOv9 notebook: https://colab.research.google.com/git...
⚽ Football Players Detection dataset: https://universe.roboflow.com/roboflo...

🤗 YOLO ARENA Space: https://huggingface.co/spaces/Skalski...
🤗 YOLO-World + EfficientSAM HF Space: https://huggingface.co/spaces/Skalski...

Stay updated with the projects I'm working on at https://github.com/roboflow and https://github.com/SkalskiP! ⭐