Index is a data management system, that allows AI teams to visualise, sort, and control their data. The purpose is to give teams a better ability to control their curation process, enabling models to be put into production faster with better model quality.
Encord Index helps you visually understand and improve your data at all stages of your machine learning journey. Index unifies multimodal data from all local and cloud data sources for in-depth data management, visualization, search and granular curation.
For optimal performance, we strongly recommend downscaling images and videos over 4K to 4K resolution.
Videos import to Index at 1 FPS.
You can specify specific frames you want imported from your videos.
Contact us for more information on importing specific video frames to Index.
Features | Index |
---|---|
Image types | jpg , png , tiff |
Video types | matroska and webm (vp8, vp9, libdav1d), mov , mp4 , m4a , 3gp , 3g2 , mj2 (libdav1d, h264, h265) |
Audio types | mp3 , .mp4 , .wav , .m4a , .flac , .eac3 |
Number of images | 10,000,000 per Folder (unlimited Folders) |
Videos * | 2 hours @ 30fps |
Data exploration | ✅ |
Similarity search | ✅ |
Off-the-shelf quality metrics | ✅ |
Image duplication detection | ✅ |
Outlier detection | ✅ |
Collections | ✅ |
Integration with Encord Annotate | ✅ |
Custom metadata | ✅ |
Data Registration
Data Access
Data Registration
Data Access
Data Registration
Data Access