Task Agent Examples
Prioritize Annotation Tasks
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Workflow Automation & Data Management
Prioritize Annotation Tasks
Assign a priority to each task before advancing the task to the annotation stage.
Route Based on Previous Annotator
Route a task according to the annotator it was annotated by.
Transferring Labels to a Twin Project
Transfer checklist labels from Project A and convert them into radio labels in Project B.
Pre-Labeling
Pre-Label Videos using Dummy Predictions
Pre-label videos with dummy predictions.
Pre-Label Videos with Mask R-CNN
Pre-label videos with predictions using Mask R-CNN.
Pre-Label Videos with Hugging Face
Pre-label videos with predictions using a Hugging Face model.
Pre-Label Videos with YOLO
Pre-label videos with predictions using an Ultralytics YOLO model.
Audio Transcription & Analysis
Audio Transcription
Transcribe and diarize audio files.
Sentiment Analysis
Analyze “high confidence” transcriptions.
Sentiment Classifications
Classify the sentiment of single-speaker audio files.
LLM & VLM Agent Use Cases
Multimodal LLM as a Judge
Use a Large Language Model (LLM) to evaluate and select the better product image description from two different LLM-generated descriptions.
Multistage VLM Video Captioning
Uses a VLM to generate frame-specific captions and compile these into a textual summary using an LLM.
Recaption video frames with an LLM
Use the Encord Agents Task Runner to recaption videos