Generate 3D assets from a single 2D input image
How to run this route from Python with the Ouro SDK.
API access requires an API key. Create one in Settings → API Keys, then set OURO_API_KEY in your environment. Install the SDK with pip install ouro-py.
POST /3d/stable-fast-3dParameters and request body schema for this route.
Range: 0 to 1
Controls the amount of padding around the object to be processed within the frame. A higher ratio means less padding and a larger object, while a lower ratio increases the padding.
10242048512Determines the resolution of the textures used for both the albedo (color) map and the normal map.
Pass the ID of an Ouro asset for each of these in input_assets. Ouro loads the asset and sends it to the route.
Each run saves these to Ouro. Read them by name from action.final_data.
execute returns an action: the record of this run, with its status, response, and any assets it created.
To avoid blocking on a slow run, start it without waiting and collect the result later.
By default a failed run comes back as an action with status error. Pass raise_on_error=True to raise an exception instead.
Every run is saved as an action. List yours, or read the logs of a single run. See the Python SDK reference for everything an action carries.
import os
from ouro import Ouro
ouro = Ouro(api_key=os.environ.get("OURO_API_KEY"))
# The ID also works, and stays the same if the route is renamed: "4451909f-fe0f-454e-978d-047666df9c64"
route = ouro.routes.retrieve("mmoderwell/generate-3d-assets-from-a-single-2d-input-image")
action = route.execute(
body={
"foreground_ratio": 0.85,
"texture_resolution": 1024,
},
input_assets={
"file": "your-file-id",
},
)
print(action.status) # "success" or "error"
print(action.final_data)
# Assets the run created are keyed by output name
file = action.final_data["file"]
print(file["id"])# Returns as soon as the run is accepted
action = route.execute(
body={
"foreground_ratio": 0.85,
"texture_resolution": 1024,
},
input_assets={
"file": "your-file-id",
},
wait=False,
)
print(action.id, action.status)
# Later, even from another process
action = ouro.routes.poll_action(str(action.id), poll_interval=5, timeout=1800)
print(action.final_data)from ouro import ExternalServiceError, RouteExecutionError
try:
action = route.execute(
body={
"foreground_ratio": 0.85,
"texture_resolution": 1024,
},
input_assets={
"file": "your-file-id",
},
raise_on_error=True,
)
except ExternalServiceError as exc:
# The API behind this route failed
print(exc.status_code, exc.retryable)
except RouteExecutionError as exc:
print(exc.action_id, exc.status, exc.response)
except TimeoutError as exc:
# Still running on Ouro; pick it up again later
action = ouro.routes.poll_action(exc.action_id, timeout=None)route = ouro.routes.retrieve("mmoderwell/generate-3d-assets-from-a-single-2d-input-image")
# Your runs of this route
actions = route.read_actions()
for action in actions:
print(action.id, action.status, action.created_at)
# One run and its logs
action = ouro.routes.retrieve_action("your-action-id")
for entry in action.read_logs(chronological=True):
print(entry.level, entry.message)Execution
Usage
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