What can I do with SAM2 Auto Segment on each::labs?

SAM2 Auto Segment on each::labs can prepare segmentation masks for image editing, background workflows, object selection, and automated visual processing. Teams can send an image URL and receive mask outputs that are easier to pass into downstream creative or media pipelines.

What output does this image segmentation model return?

The model returns image mask files, including one combined mask and an array of individual masks. SAM2 Auto Segment keeps the output focused on segmentation assets, so applications can choose either a single full-scene mask or per-object masks depending on the workflow.

Example output

{
"output"
:
{
"width":1018
"height":1018
"run_time":48.72
"num_masks":30
"combined_mask_url":"https://cdn-us.eachlabs.ai/uploads/245d9ee9-ca5b-425c-ae97-453e498b4808.png"
"individual_mask_urls"
:
[
0:"https://cdn-us.eachlabs.ai/uploads/3041b7ba-2b62-4266-b7f6-4cac65c1eb0d.png"
1:"https://cdn-us.eachlabs.ai/uploads/f1bb6929-0201-4415-b79f-a3dedfb1a114.png"
2:"https://cdn-us.eachlabs.ai/uploads/5098874f-c802-4876-8235-d552a4d49a72.png"
3:"https://cdn-us.eachlabs.ai/uploads/e557276e-b4d2-42e7-8501-cee3f90bf283.png"
4:"https://cdn-us.eachlabs.ai/uploads/31226d64-94b7-4ab9-af6c-a86c609a042d.png"
5:"https://cdn-us.eachlabs.ai/uploads/709f25af-2e17-4966-8cc1-a51e58eac76f.png"
6:"https://cdn-us.eachlabs.ai/uploads/186892c4-e245-4a60-9ce6-94871e303096.png"
7:"https://cdn-us.eachlabs.ai/uploads/a2f60fa8-b2dc-4a50-8bcc-cb20323839c7.png"
8:"https://cdn-us.eachlabs.ai/uploads/4dcef6f8-98b2-4e94-95ba-fbd9ef557e54.png"
9:"https://cdn-us.eachlabs.ai/uploads/1294e72d-5603-4393-bf94-0f8dc01b0bc9.png"
10:"https://cdn-us.eachlabs.ai/uploads/47cd0f57-594b-4eb3-9d78-3dd335a170a1.png"
11:"https://cdn-us.eachlabs.ai/uploads/b6d0b705-ad32-41f6-ab48-b0f87bd5281e.png"
12:"https://cdn-us.eachlabs.ai/uploads/7c8c3bb6-572b-4d60-83da-affa4d6101a5.png"
13:"https://cdn-us.eachlabs.ai/uploads/8993dc7d-cd19-497e-af88-13ec6e5f0264.png"
14:"https://cdn-us.eachlabs.ai/uploads/6916cf5b-5f98-467e-b1ca-810a077fc1b0.png"
15:"https://cdn-us.eachlabs.ai/uploads/c6d5db08-09ab-4c29-a296-ba1020b8d496.png"
16:"https://cdn-us.eachlabs.ai/uploads/f5b0a707-3069-423c-9ea6-86f3653fd512.png"
17:"https://cdn-us.eachlabs.ai/uploads/658343e2-47cc-4e8c-a59e-006b26b4efe0.png"
18:"https://cdn-us.eachlabs.ai/uploads/1ea3004e-a5e9-4782-82b6-22e7abef7248.png"
19:"https://cdn-us.eachlabs.ai/uploads/8e140b23-c99d-4241-9f42-2769c1dfa02d.png"
20:"https://cdn-us.eachlabs.ai/uploads/a7d5914c-2e79-4d43-aa5f-8ab99f763d74.png"
21:"https://cdn-us.eachlabs.ai/uploads/d566d721-56e6-4896-8aa7-06f8f9a49db2.png"
22:"https://cdn-us.eachlabs.ai/uploads/0f5f94bc-0f74-4aa0-b52e-0dc80ee1d6cc.png"
23:"https://cdn-us.eachlabs.ai/uploads/40af13ab-4997-42ab-8fe6-ba64349abbf9.png"
24:"https://cdn-us.eachlabs.ai/uploads/a4fd3668-3fe9-47e7-8f7f-90f71955d83c.png"
25:"https://cdn-us.eachlabs.ai/uploads/b5d64126-2bbb-4772-bd2d-8221dd81c627.png"
26:"https://cdn-us.eachlabs.ai/uploads/59f164e2-8acd-4c07-b0d0-b28a28aa6e4e.png"
27:"https://cdn-us.eachlabs.ai/uploads/bb74cc4a-5bb0-4b22-af59-7c4e1148e4a0.png"
28:"https://cdn-us.eachlabs.ai/uploads/52acd55d-9f0f-41f6-baca-46a615de1553.png"
29:"https://cdn-us.eachlabs.ai/uploads/b380ea33-f59d-42bb-8894-28e64dc87647.png"
]
}
}

Sam 2 Auto Segment

Object·utility-tools·by eachlabs

SAM2 Auto Segment creates image segmentation masks from a source image, returning combined and individual masks for object isolation workflows.

Try it now →

API reference

Runtime (p50): 1m
Estimated price: $0.001 / sec

Call the API

prediction.sh

curl -X POST \
  -H "Authorization: Bearer $EACHLABS_API_KEY" \
  -H "Content-Type: application/json" \
  --data '{
    "model": "sam2-auto-segment",
    "version": "0.0.1",
    "input": {
        "image_url": "https://cdn-us.eachlabs.ai/defaults/81e7007d9b8942678c63c3beed4439b2.png",
        "output_format": "png",
        "points_per_side": 32,
        "pred_iou_thresh": 0.88,
        "min_mask_region_area": 100,
        "stability_score_thresh": 0.95
    },
    "webhook_url": ""
}' \
  https://api.eachlabs.ai/v1/prediction/

Related models

4 models

Bria | Background Remove AI model preview

Bria | Background RemoveBria

Bria Increase Resolution AI model preview

Bria Increase ResolutionBria

Bytedance | Seedream | v5 | Layer Decomposition AI model preview

Bytedance | Seedream | v5 | Layer DecompositionBytedance

Microsoft | MAI Image 2.5 | Image to Image AI model preview

Microsoft | MAI Image 2.5 | Image to Imagemicrosoft

* FAQ

About Sam 2 Auto Segment

01 / 03

What is SAM2 Auto Segment?

SAM2 Auto Segment is an image segmentation model from fal that creates masks from a source image. It returns a combined mask and separate individual masks, making it useful when a workflow needs object isolation or image regions prepared for later editing.