Labeling I/O
Read and write labels from and to Encord.
- I/O in different label formats
- Filter and query labels
- Pre-built data loaders
API & SDK Tools to Streamline Computer Vision Data Pipelines
Our SDK allows for easy building of workflow scripts to converge quickly to successful data strategies.
How it works
Build data pipelines for any use case
Build pipelines for annotation, validation, model training, and auditing.
Automate
Minimise human effort & supervision through programmatic automation.
- Build ensembles of micro-models
- Utilise automation feature suite
- Incorporate problem-specific heuristics
Validate
Get the highest quality model performance through active learning pipelines.
- Discover classification & geometric errors
- Trigger automated quality assessments
- Import model predictions
Modular automation
Compose labeling strategies with image clustering, classical computer vision algorithms, and state of the art deep learning techniques.
Customise training data pipelines
Our APIs & SDK allow for easy building of workflow scripts to converge quickly into successful data strategies. Set up complex pipelines and integrations within minutes.