Application allows you to label objects with Smart Tool using batch way.
Application key points:
- Multiclass annotation
- Input data ordering
- Saves annotation progress automatically
- Apply model to Objects (Rectangles) / whole Images
- Mark broken Objects / Images
- Linked green / red points between cards
- Flexible settings
- Doesn't change the Input Project
📋 Content:
- Application Startup
- Controls with Shortcuts
- General Usage Scenario
- Cells Functionality
- Preferences Panel
- Control Panel
- On startup application will suggest input data order.
For comfortable and efficient labeling we recommend to use sorted bboxes order.
- Application saves annotation progress automatically.
If you launch application on same project a second time — it will suggest you to continue the labeling process from the paused point.
| Key | Description |
|---|---|
| Left Mouse Button | Place a green point |
| Left Mouse Button + Shift | Place a red point |
| Left Mouse Button + Ctrl | Remove point |
| Scroll Wheel | Zoom an image in and out |
| Right Mouse Button + Move Mouse | Move an image |
| Shift + E | Link All Cells |
| Shift + Q | Unlink All Cells |
| Shift + A | Assign Points Automatically |
| Shift + D | Update Unupdated Cells |
| Shift + C | Clean All Linked Cells |
- Assign Base (Shift + A) points to all linked cells
- Update Masks (Shift + D) on all unupdated (orange) cells
- Unlink All (Shift + Q) cells
- Easily place green points to label-interested area and red points to label-not-interested area to correct local mistakes.
- When you satisfied with results, click Next Batch button to load next images
Batched Smart Tool consists of cells with objects to label.
Each cell has core functionality:
- Linked Cell — all points (green / red) on linked cells will synchronise.
- Mark as Unlabeled — object will be marked with
_not_labeled_by_BTCtag in output project. - Mark as Labeled — mark object as labeled (optional option).
- Show in Input Project — open object in the Classic Labeling Interface.
Preferences Panel allows you to customize labeling interface for your needs.
Grid Cells Preferences allows you to adjust number, size, padding and masks opacity parameters for each cell in the grid.
Model Preferences allows you to connect to served Smart Tool model, and select labeling mode.
Apply model to Preference allows you to choose input data for labeling.
You can select objects (Rectangles) from prepared project or label whole images.
ℹ️ Multiclass labeling available
Control Panel allows you control labeling process.
Link all (Shift + E) — links all cells, all points (green / red) on linked cells will synchronise.
Unlink all (Shift + Q) — unlinks all cells.
Assign Base (Shift + A) — assign 8 red points to corners and 1 green point to center of image.
Clean Up (Shift + C) — clean up data from all linked cells.
Update Masks (Shift + D) — updates masks on all unupdated (orange) cells.
Next Batch — uploads labeled data from cells to output project and load new data to label.
- Prepare Images Project
Option 1: with roughly assigned Rectangles
Option 2: with plain images
- Add Batched Smart Tool to your Team
- Launch from context menu of prepared project
