Active Learning System

Streamlined workflow for continuous model improvement

Step 1: Fetch New Data

Download new documents from S3 bucket storage

Step 2: Create Batch

Select uncertain samples for labeling

Step 3: Label & Correct

Manually label uncertain samples

Step 4: Fine-tune Model

Update model with corrected labels

Original Data

Downloads original training data to cache. Required before fine-tuning.
Model Status: Checking...
Data Directory: Checking...
Active Batches: 0
API Status: Checking...

Workspace

Select a batch from the sidebar, then click "Start Labeling" to begin.

Fine-tuning Results

Iteration Date Samples Added Val Accuracy Val Loss Inference Time Status

System Logs

System initialized...