Labelbox SDK Examples
- Learn how to use the SDK by following along
- Run in google colab, view the notebooks on github, or clone the repo and run locally
Basics
| Notebook | Github | Google Colab |
|---|---|---|
| Fundamentals | Github | |
| Batches | Github | |
| Data Rows | Github | |
| Data Row Metadata | Github | |
| Datasets | Github | |
| Labels | Github | |
| Ontologies | Github | |
| Projects | Github | |
| User Management | Github |
Label Export
| Notebook | Github | Google Colab | Learn more |
|---|---|---|---|
| Image Annotation Export | Github | Reference | |
| Text Annotation Export | Github | Reference | |
| Video Annotation Export | Github | Reference |
Model Training
Train a model using data annotated on Labelbox
| Notebook | Github | Google Colab |
|---|---|---|
| Object Detection (Detectron2) | Github | |
| Panoptic Detection (Detectron2) | Github |
Annotation Types
Learn more about annotation types in the docs
| Notebook | Github | Google Colab |
|---|---|---|
| Annotation Type Basics | Github | |
| Converters | Github | |
| Label Containers | Github | |
| MAL Using Annotation Types | Github |
Annotation Import (Ground Truth & MAL)
| Notebook | Github | Google Colab | Learn more |
|---|---|---|---|
| Basics | Github | Docs | |
| Image Annotation Import | Github | ||
| Text Annotation Import | Github | ||
| Tiled Imagery Annotation Import | Github | ||
| Video Model-Assisted Labeling | Github | ||
| PDF Annotation Import | Github |
Project Configuration
| Notebook | Github | Google Colab | Learn more |
|---|---|---|---|
| Project Setup | Github | Docs | |
| Queue Management | Github | Docs | |
| Webhooks | Github | Docs |
Prediction Upload to a Model Run
| Notebook | Github | Google Colab | Learn more |
|---|---|---|---|
| Image Prediction upload | Github | Docs | |
| Text Prediction upload | Github | Docs |
Model Diagnostics
| Notebook | Github | Google Colab | Learn more |
|---|---|---|---|
| Model Diagnostics Guide | Github | Docs | |
| Model Diagnostics Demo | Github | ||
| Custom Metrics Basics | Github | Docs | |
| Custom Metrics Demo | Github |
Extras
| Notebook | Github | Google Colab | Learn more |
|---|---|---|---|
| Classification Confusion Matrix | Github |