T2D2 SDK
A Python SDK for seamless integration with the T2D2 platform.
Easily manage projects, assets, and AI-powered inspections for structural health monitoring.
Description
T2D2 SDK is a Python wrapper for the T2D2 API, enabling seamless integration with T2D2 projects and related assets for structural inspection data management.
- Manage projects, images, annotations, drawings, videos, reports, and more
- Upload, download, and organize assets
- Run AI inference and summarize inspection data
- Integrate with T2D2's web platform
Documentation
Full documentation is available at: https://t2d2-ai.github.io/t2d2-sdk/
Table of Contents
Features
- Authentication: API key or email/password
- Project Management: Set, get, and summarize projects
- Asset Management: Upload/download images, drawings, videos, 3D models, and reports
- Annotations: Add, retrieve, and manage annotation classes and annotations
- Regions & Tags: Organize assets by regions and tags
- AI Integration: Run AI inference on images using project models
- Summarization: Summarize images and annotation conditions
- Notifications: Send notifications to users or Slack
Installation
Install the latest version from PyPI:
pip install --upgrade t2d2-sdk
Quickstart
- Sign up for a T2D2 account: Register here
- Get your API key from the T2D2 web app
- Initialize the client:
from t2d2_sdk import T2D2
credentials = {'api_key': '<YOUR_API_KEY>'}
t2d2 = T2D2(credentials)
Usage
Set Project
t2d2.set_project('<PROJECT_ID>')
project_info = t2d2.get_project_info()
print(project_info)
Upload Images
image_paths = ['./images/img1.jpg', './images/img2.jpg']
response = t2d2.upload_images(image_paths)
print(response)
Get Images
images = t2d2.get_images()
for img in images:
print(img['filename'], img['id'])
Add Annotation Class
result = t2d2.add_annotation_class('Crack', color='#FF0000', materials=['Concrete'])
print(result)
Add Annotations to an Image
annotations = [
{
'annotation_class_id': 'class_id',
'coordinates': [[100, 100], [200, 100], [200, 200], [100, 200]],
'attributes': {'severity': 'high'}
}
]
result = t2d2.add_annotations('image_id', annotations)
print(result)
Run AI Inference
result = t2d2.run_ai_inferencer(
image_ids=['image_id1', 'image_id2'],
model_id='model_id',
confidence_threshold=0.6
)
print(result)
For more advanced usage, see the full documentation.
Contributing
Contributions are welcome! Please contact bhiriyur@t2d2.ai for more information.
License
See the LICENSE file for details.
Support
- Documentation: https://t2d2-ai.github.io/t2d2-sdk/
- Email: bhiriyur@t2d2.ai
- T2D2 Web: https://t2d2.ai
1 maintainer
Metadata
1 maintainer
Release files for t2d2-sdk 2.5.10
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| t2d2_sdk-2.5.10.tar.gz | 128.7 kB | Details |
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| t2d2_sdk-2.5.10-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 181.1 kB
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