Join Us For YOLO Vision 2024!

[NLadi]

It’s YOLO Vision season again! 🚀

We’re excited to announce that registrations are now open for Ultralytics’ annual hybrid YOLO Vision event! Join us on September 27th, from 10 to 19:30 CET, for a day packed with top speakers, Ultralytics product announcements, networking, and fun.

📍Location: Google for Startups Campus in Madrid
💻 Livestream: YouTube and BiliBili

What to expect:
• Ultralytics product launches
• Inspiring talks
• Showcase booths
• Networking opportunities
• Community celebration

Secure your spot at YV24 in Madrid or join us online. Limited in-person seats – only 150 available!
🔗 Register now for free! https://www.ultralytics.com/events/yolovision

[glenn-jocher]

@NLadi thank you for sharing the event details! For any technical questions or issues related to the Ultralytics repository, feel free to ask here.

[glenn-jocher]

YOLOv8 loads pretrained weights by specifying a model file (e.g., yolov8n.pt) during initialization, which contains the architecture and trained parameters. For more details, refer to the documentation: https://docs.ultralytics.com/models/yolov8/.

[luckyboby12]

Hello ! I recently considered loading a tri-modal data set based on the yolov8 algorithm framework, including visible and infrared data sets, and a text data set. I don 't know how to load data, can you give me some advice

[glenn-jocher]

@luckyboby12 hello! YOLOv8 supports multimodal data by processing each modality separately. For visible and infrared datasets, structure them in the YOLO format (images + labels). Text data integration would require custom preprocessing and embedding into a compatible format. Refer to https://docs.ultralytics.com/datasets/detect/ for dataset setup details.

[luckyboby12]

Which part of the yolov8 source code is loaded data

[glenn-jocher]

@luckyboby12 the data loading functionality in YOLOv8 is implemented in the ultralytics/data/dataset.py file, specifically in classes like YOLODataset and methods like build_transforms and update_labels_info. For more details, you can review the source code here: https://github.com/ultralytics/ultralytics.

[Burhan-Q]

Important

Check out #15826 to learn how you can vote for intro music at YOLO Vision 2024