awesome-genmedia IDM VTON
Virtual try-on that combines a garment image with a person photo. Upload a model photo and a garment image to see how clothes look on the person, supporting upper body, lower body, and dresses.
Quick Start
Requires an each::labs API key. Get one at eachlabs.ai.
curl -X POST https://api.eachlabs.ai/v1/prediction \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"model": "idm-vton",
"version": "0.0.1",
"input": {
"human_img": "https://example.com/model-photo.jpg",
"garm_img": "https://example.com/tshirt.jpg",
"garment_des": "Short Sleeve Round Neck T-shirt",
"category": "upper_body",
"steps": 30
}
}'
Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
| category | string | upper_body | Garment category. enum: upper_body, lover_body, dresses |
| crop | boolean | true | Crop the image if not 3:4 aspect ratio |
| force_dc | boolean | false | Use the DressCode version of IDM-VTON |
| garm_img | string | - | Garment image (product image or photo of clothing) |
| garment_des | string | - | Description of garment, e.g., "Short Sleeve Round Neck T-shirt" |
| human_img | string | - | Model/person photo (3:4 aspect ratio recommended) |
| mask_img | string | - | Mask image, optional but speeds up processing |
| mask_only | boolean | false | Return only the mask |
| seed | integer | 42 | Random seed |
| steps | integer | 30 | Number of generation steps |
Examples
Try on a dress:
curl -X POST https://api.eachlabs.ai/v1/prediction \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"model": "idm-vton",
"version": "0.0.1",
"input": {
"human_img": "https://example.com/model-standing.jpg",
"garm_img": "https://example.com/summer-dress.jpg",
"garment_des": "Floral print summer dress with v-neck",
"category": "dresses",
"crop": true,
"steps": 30,
"seed": 42
}
}'
Try on pants with mask:
curl -X POST https://api.eachlabs.ai/v1/prediction \
-H "Content-Type: application/json" \
-H "X-API-Key: $EACHLABS_API_KEY" \
-d '{
"model": "idm-vton",
"version": "0.0.1",
"input": {
"human_img": "https://example.com/full-body-photo.jpg",
"garm_img": "https://example.com/jeans.jpg",
"garment_des": "Slim fit dark blue denim jeans",
"category": "lover_body",
"mask_img": "https://example.com/pants-mask.jpg",
"steps": 30
}
}'
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