CVAT.ai Features
What are the features of CVAT.ai?
Quality
- Labeler Quality
- Task Quality
- Data Quality
- Human-in-the-Loop
Automation
- Machine Learning Pre-Labeling
- Automatic Routing of Labeling
Image Annotation
- Image Segmentation
- Object Detection
- Object Tracking
- Data Types
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Quality
Labeler Quality | As reported in 12 CVAT.ai reviews. Gives user a metric to determine the quality of data labelers, based on consistency scores, domain knowledge, dynamic ground truth, and more. | 94% (Based on 12 reviews) | |
Task Quality | Based on 12 CVAT.ai reviews. Ensures that labeling tasks are accurate through consensus, review, anomaly detection, and more. | 92% (Based on 12 reviews) | |
Data Quality | Ensures the data is of a high quality as compared to benchmark. 12 reviewers of CVAT.ai have provided feedback on this feature. | 89% (Based on 12 reviews) | |
Human-in-the-Loop | Gives user the ability to review and edit labels. 12 reviewers of CVAT.ai have provided feedback on this feature. | 90% (Based on 12 reviews) |
Automation
Machine Learning Pre-Labeling | Uses models to predict the correct label for a given input (image, video, audio, text, etc.). 12 reviewers of CVAT.ai have provided feedback on this feature. | 89% (Based on 12 reviews) | |
Automatic Routing of Labeling | Automatically route input to the optimal labeler or labeling service based on predicted speed and cost. This feature was mentioned in 12 CVAT.ai reviews. | 85% (Based on 12 reviews) |
Image Annotation
Image Segmentation | As reported in 12 CVAT.ai reviews. Has the ability to place imaginary boxes or polygons around objects or pixels in an image. | 92% (Based on 12 reviews) | |
Object Detection | As reported in 12 CVAT.ai reviews. has the ability to detect objects within images. | 89% (Based on 12 reviews) | |
Object Tracking | Track unique object IDs across multiple video frames 12 reviewers of CVAT.ai have provided feedback on this feature. | 85% (Based on 12 reviews) | |
Data Types | Supports a range of different types of images (satelite, thermal cameras, etc.) 12 reviewers of CVAT.ai have provided feedback on this feature. | 86% (Based on 12 reviews) |
Speech Annotation
Transcription | Allows the user to transcribe audio. | Not enough data | |
Emotion Recognition | Gives user the ability to label emotions in recorded audio. | Not enough data |