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.

Route Tasks Based on Object Attribute

Route tasks according to object attribute.

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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.

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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.

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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