Request Pretrained Data

[amarthadimas]

Search before asking

• [X] I have searched the HUB issues and found no similar feature requests.

Description

I want food only pre trained data

data.pt

Use case

No response

Additional

No response

[UltralyticsAssistant]

👋 Hello @amarthadimas, thank you for reaching out about Ultralytics HUB 🚀! Please explore our comprehensive HUB Docs to get started:

• Quickstart: Begin training and deploying YOLO models with ease.
• Datasets: Preparing and Uploading: Prepare and upload datasets in YOLO format.
• Models: Training and Exporting: Train YOLOv5 and YOLOv8 models and export them for deployment.

For your request regarding pretrained data, if this involves a 🐛 bug or technical need, please provide a minimum reproducible example (MRE) to facilitate troubleshooting. More details can be found here: Minimum Reproducible Example.

If it's a ❓ question, any additional details like dataset specifications, model requirements, or environment setup would be helpful.

This is an automated response, but rest assured, an Ultralytics engineer will assist you soon. Thank you for your patience! 😊

[pderrenger]

@amarthadimas hello! 😊

Thank you for reaching out with your request. While we don't have a specific pre-trained model exclusively for food available as data.pt, you can certainly leverage the flexibility of Ultralytics HUB to train a custom model tailored to your needs.

Here's a quick guide on how you can get started:

1. Upload Your Dataset: Gather images of the food items you want to detect and label them accordingly. You can upload this dataset directly to the Ultralytics HUB.

2. Select a Pre-trained Model: Use one of the available pre-trained YOLOv5 or YOLOv8 models as a starting point. These models are trained on the COCO dataset, which includes various categories, and can be fine-tuned to your specific dataset.

3. Fine-tune the Model: Use the HUB's intuitive interface to fine-tune the model on your food dataset. This process will adapt the model to better recognize the specific food items you're interested in.

4. Deploy and Test: Once training is complete, you can deploy the model using the Ultralytics HUB App for real-time detection tasks.

For more detailed steps, you can refer to the Ultralytics HUB Quickstart guide.

If you have any more questions or need further assistance, feel free to ask. Happy modeling! 🚀