STEP 01
Project Setup
Configure dataset name, output location, and annotation format.
Project Details
Output Directory
Server-side absolute path. Leave blank to auto-generate under ~/.datasetstudio/datasets/
Annotation Format
HBB
Each image has a paired .txt file with normalized [class x y w h] per line. Compatible with Ultralytics YOLOv8+.
SAM3 Integration
Segment Anything Model 3 — used for background cleaning and object extraction
Background Cleaning
Detect & inpaint foreground objects from rasters to produce clean backgrounds
Object Extraction — Point
Click a pixel; SAM3 returns the contour mask of the object at that location
Object Extraction — BBox
Draw a rectangle prompt; SAM3 tightly segments the enclosed object
Exemplar Search
Click one object; SAM3 finds all similar instances in the 1024px tile
Text Prompt
Describe an object class in natural language; SAM3 segments by text
Preview EditorSoon
Interactive mask correction on generated tiles