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afiaka87 /ldm-autoedit:bdd8cf66
Input schema
The fields you can use to run this model with an API. If you don’t give a value for a field its default value will be used.
| Field | Type | Default value | Description |
|---|---|---|---|
| text |
string
|
|
(optional) Text to use for the model's prediction.
|
| edit |
string
|
|
path to the image you want to edit
|
| negative |
string
|
|
(optional) Negate the model's prediction for this text from the model's prediction for the target text.
|
| aesthetic_rating |
integer
|
9
Max: 9 |
Number between 0 and 9 representing the aesthetic rating. Will initialize the prompt CLIP embed with the respective aesthetic embed.
|
| aesthetic_weight |
number
|
0.5
Max: 1 |
Weight of the aesthetic embedding in the average prompt embedding.
|
| batch_size |
integer
(enum)
|
1
Options: 1, 2, 3, 4, 6, 8 |
Batch size.
|
| width |
integer
(enum)
|
256
Options: 128, 192, 256, 320, 384 |
Target width
|
| height |
integer
(enum)
|
256
Options: 128, 192, 256, 320, 384 |
Target height
|
| iterations |
integer
|
25
Min: 25 |
Number of iterations to run the model for.
|
| starting_radius |
number
|
5
Min: 0.1 |
size of noise blur at the start of editing (larger = coarser changes)
|
| ending_radius |
number
|
0.1
Min: 0.1 Max: 5 |
size of noise blur at the end of editing (smaller = editing fine details)
|
| starting_threshold |
number
|
0.6
Min: 0.05 Max: 1 |
how much of the image to replace at the start of editing (1 = inpaint the entire image)
|
| ending_threshold |
number
|
0.5
Min: 0.1 Max: 1 |
how much of the image to replace at the end of editing
|
| guidance_scale |
number
|
5
Min: -10 Max: 100 |
Controls how much the image should look like the prompt
|
| seed |
integer
|
-1
Min: -1 |
(optional) Seed for the random number generator.
|
Output schema
The shape of the response you’ll get when you run this model with an API.
{'items': {'items': {'properties': {'image': {'format': 'uri',
'title': 'Image',
'type': 'string'},
'similarity': {'title': 'Similarity',
'type': 'number'}},
'required': ['image', 'similarity'],
'title': 'AutoEditOutput',
'type': 'object'},
'type': 'array'},
'title': 'Output',
'type': 'array',
'x-cog-array-type': 'iterator'}