Projects
Ultralytics Platform projects provide an effective solution for organizing and managing your models. Group related models together to facilitate easier management, comparison, and development.
Watch: Train YOLO Models Using Ultralytics Platform
Create Project
Navigate to Projects in the sidebar and click Create Project.
Quick Create
You can also create a project from the Home page quick actions.
Enter your project details:
- Name: A descriptive name for your project
- Description: Optional notes about the project purpose
- Image: Optional cover image for recognition
Click Create to finalize. Your new project appears in the Projects list.
Project Contents
Each project contains:
| Section | Description |
|---|---|
| Models | Trained checkpoints and their metrics |
| Charts | Compare model performance across experiments |
| Activity | History of changes and events |
| Settings | Project configuration and sharing |
Share Project
Share your project with collaborators or make it publicly accessible.
Visibility Options
| Setting | Access |
|---|---|
| Private | Only you can access |
| Shared | Specific collaborators can view/edit |
| Public | Anyone can view on Explore page |
Add Collaborators
- Open project actions menu
- Click Share
- Enter collaborator email or username
- Set permission level (View or Edit)
- Click Save
Model Visibility
When changing project visibility, models inside the project inherit the same visibility setting.
Edit Project
Update project name, description, or settings:
- Open project actions menu
- Click Edit
- Make changes
- Click Save
Delete Project
Remove a project you no longer need:
- Open project actions menu
- Click Delete
- Confirm deletion
Cascading Delete
Deleting a project also deletes all models inside it. This action moves items to Trash where they can be restored within 30 days.
Activity Log
Track all changes and events in your project:
- Model uploads and training starts
- Export jobs and downloads
- Collaborator actions
- Settings changes
The activity log helps you:
- Audit who made changes
- Track experiment progress
- Debug issues
Compare Models
Compare model performance across experiments using the Charts tab:
- Navigate to your project
- Click the Charts tab
- View metrics comparison across all models
Available comparisons:
| Metric | Description |
|---|---|
| Loss | Training and validation loss curves |
| mAP50 | Mean Average Precision at IoU 0.50 |
| mAP50-95 | Mean Average Precision at IoU 0.50-0.95 |
| Precision | True positives / (True positives + False positives) |
| Recall | True positives / (True positives + False negatives) |
Interactive Charts
- Hover to see exact values
- Click legend items to hide/show models
- Drag to zoom into specific regions
Transfer Models
Move models between projects:
- Open model actions menu
- Click Transfer
- Select destination project
- Click Save
FAQ
How many models can a project contain?
There's no hard limit on models per project. However, for better organization, we recommend:
- Group related experiments (same dataset/task)
- Archive old experiments
- Use meaningful project names
Can I restore a deleted project?
Yes, deleted projects go to Trash and can be restored within 30 days:
- Go to Settings > Trash
- Find the project
- Click Restore
How do I collaborate in real-time?
Multiple collaborators can work on the same project:
- Each user's changes are logged in Activity
- Model uploads and training are user-attributed
- Use project chat (coming soon) for communication
What permissions do collaborators have?
| Permission | Can Do |
|---|---|
| View | View models, charts, export weights |
| Edit | Train models, upload, edit settings |
| Owner | Delete project, manage collaborators |
