Recommneded PC/Workstation
| Type | Recommended |
|---|
| RAM | 8GB |
| CPU | Intel(R) Pentium(R)3805@ 1.90GHz x 2 Processor 64 bit |
| Screen resolution | 1920 x 1080 |
| Internet connection | Speed test: Download:18.61 Mbps / Upload: 15.68 Mbps / Ping: 31 ms |
Recipe & Ontology
| Recommended |
|---|
| Labels | 400 labels per ontology |
| Attributes | 100 attributes per ontology |
Data-Management
| Recommended |
|---|
| Items in Dataset | Maximum 300,000 items |
| Annotations in Dataset | Maximum 200,000 items* |
| Items clone | Limited to 20,000 items |
| Items merge | Limited to 20,000 items |
| Storage | 20 GB |
| Filter items by annotation data (label/attribute) | Up-to 200,000 Annotations per dataset |
** Dataloop allows more than 200,000 annotations to store and query in a dataset, if the query is with annotation entity only. 200,000 is the limit when a query is with both item and annotation entities*.
Supported File Formats
| Type | Recommended |
|---|
| Image | JPG, JPEG, PNG, TIFF |
| Video | WEBM, MP4 |
| Audio | WAV, MP3, OGG, FLAC, M4A, AAC |
| Lidar | PCD |
| NLP / NER | TXT, Json, EML, PDF |
Image Item
| Recommended |
|---|
| Size | 15 MB |
| Formats | Refer to Supported File Formats section |
| Resolution | 24.0 MP |
| Total annotations | 1,000 |
Valid EXIF values are 1 to 8. Values outside this range (for example: 0) are ignored.
Read more about Exif orientation values.
Video Item
| Recommended |
|---|
| Length | Under 5 minutes and 30 FPS |
| Recommended format | WEBM |
| Recommended storage | Dataloop Storage |
| Recommended video size | 50 MB |
| Total annotations | Up to 200 |
Storing videos on external cloud storage (S3/GCS/Azure) can result in latencies when serving the video to annotators. For optimal video annotation performances, recommends storing video files on the Dataloop storage.
Task
| Recommended |
|---|
| Max items per task | 80,000 |
| Max annotators per task | 1,000 |
Assignment
| Recommended |
|---|
| Maximum items per single assignment | 10,000 |
Annotation Studio
| Recommended |
|---|
| Multi Modality layers | 8 |
| Similarity items | 8 |
| Multiview items | 6 |
