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45 changes: 45 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -120,6 +120,51 @@ task_id = client.create_image_task(

- You can upload up to a size of 20 MB.


#### Create Integrated Image Task

Create a new task by integrated image.
(Project storage setting should be configured in advance.)

```python
task_id = client.create_integrated_image_task(
project="YOUR_PROJECT_SLUG",
file_path="<integrated-storage-dir>/sample.jpg",
storage_type="gcp",
)
```

Create a new task with pre-defined annotations. (Class should be configured on your project in advance)

```python
task_id = client.create_image_task(
project="YOUR_PROJECT_SLUG",
file_path="<integrated-storage-dir>/sample.jpg",
storage_type="gcp",
annotations=[{
"type": "bbox",
"value": "annotation-value",
"attributes": [
{
"key": "attribute-key",
"value": "attribute-value"
}
],
"points": [
100, # top-left x
100, # top-left y
200, # bottom-right x
200 # bottom-right y
]
}]
)
```

##### Limitation

- You can upload up to a size of 20 MB.


#### Find Task

Find a single task.
Expand Down
54 changes: 53 additions & 1 deletion fastlabel/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@
import os
import re
from concurrent.futures import ThreadPoolExecutor
from typing import List
from typing import List, Literal

import cv2
import numpy as np
Expand Down Expand Up @@ -830,6 +830,58 @@ def create_image_task(

return self.api.post_request(endpoint, payload=payload)

def create_integrated_image_task(
self,
project: str,
storage_type: Literal["gcp"],
file_path: str,
status: str = None,
external_status: str = None,
annotations: list = None,
tags: list = None,
**kwargs,
) -> str:
"""
Create a single integrated image task.

project is slug of your project (Required).
storage type is the type of storage where your file resides (Required). e.g.) gcp
file_path is a path to data in your setting storage bucket. Supported extensions are png, jpg, jpeg (Required).
status can be 'registered', 'completed', 'skipped', 'reviewed', 'sent_back',
'approved', 'declined' (Optional).
external_status can be 'registered', 'completed', 'skipped', 'reviewed',
'sent_back', 'approved', 'declined', 'customer_declined' (Optional).
annotations is a list of annotation to be set in advance (Optional).
tags is a list of tag to be set in advance (Optional).
assignee is slug of assigned user (Optional).
reviewer is slug of review user (Optional).
approver is slug of approve user (Optional).
external_assignee is slug of external assigned user (Optional).
external_reviewer is slug of external review user (Optional).
external_approver is slug of external approve user (Optional).
"""
endpoint = "tasks/integrated-image"
if not utils.is_image_supported_ext(file_path):
raise FastLabelInvalidException(
"Supported extensions are png, jpg, jpeg.", 422
)

payload = {"project": project, "filePath": file_path, "storageType": storage_type}
if status:
payload["status"] = status
if external_status:
payload["externalStatus"] = external_status
if annotations:
for annotation in annotations:
annotation["content"] = file_path
payload["annotations"] = annotations
if tags:
payload["tags"] = tags

self.__fill_assign_users(payload, **kwargs)

return self.api.post_request(endpoint, payload=payload)

def create_image_classification_task(
self,
project: str,
Expand Down