CONNECTS TO A D3VIEW IMAGE CLASSIFICATION SERVER TO LEARN BASED ON ANNOTATIONS GENERATED FROM IMAGE ANNOTATOR¶
Connects to a d3VIEW Image Classification Server and triggers a training (learning) run using manually annotated images produced by the Image Annotator worker. Use this worker to train or fine-tune an image classification model within a d3VIEW workflow pipeline.
When to use¶
Tagged: annotation, d3view_server, image_classification, ml_learn, tfod, training, user.
Inputs¶
| Label | ID | Type | Default | Required | Description |
|---|---|---|---|---|---|
| Base URL | base_url | text | http://10.1.10.63:8501/d3view_tfod_model_train/1001 | ✓ | Full HTTP URL of the running d3VIEW Image Classification training server (e.g., http://10.1.10.63:8501/d3view_tfod_model_train/1001); change only if the server is hosted on a different host or port than the default. |
| LDWA | dataset | dataset | — | ✓ | LDWA dataset containing manually annotated images produced by the Image Annotator utility worker; each record should carry image files and their corresponding annotation labels. |
| Configuration Options | config | keyvalue | (complex) | ✓ | Key-value pairs of training configuration options forwarded to the classification server (e.g., epochs, batch size, learning rate); leave default placeholder entries and update keys/values to match server-supported parameters. |
Outputs¶
| Label | ID | Type | Description |
|---|---|---|---|
| UID | uid | text | Unique identifier assigned by the classification server to this training job; use it to correlate status queries and downstream results. |
| Model Path | model_path | textarea | Server-side file-system path (or URI) where the trained model artefacts are stored after the learning run completes. |
| Base Url | base_url | text | Echo of the base URL used for this training job; useful for passing the server address to downstream inference or status workers. |
| Status Url | status_url | text | Polling endpoint URL that can be queried to check the live training status and progress of the submitted job. |
| Logs | logs | dataset | Dataset containing training log records (loss, accuracy, epoch metrics, error messages) emitted by the classification server during the learning run. |
Disciplines¶
- ai_ml.supervised.classification
- ai_ml.vision
- platform.integration
Auto-generated from platform schema. Worker id: ml_image_classification_learn. Schema hash: ec4b1629bc4f. Hand-curated docs in workerexamples/ override this page when present.