Tutorials¶
Data Management Tutorial¶
Tutorials for data management
Cloud Storage¶
Setup integration with GCS/S3/Azure
Create an External Dataset¶
Setup integration with GCS/S3/Azure
AWS Binding with Lambda¶
Create a Lambda to sync a Bucket with Dataloop’s Dataset
Manage Datasets¶
Create and manage Datasets and connect them with your cloud storage
Data Versioning¶
How to manage versions
Upload and Manage Data and Metadata¶
Upload data items and metadata
Upload and Manage Annotations¶
Upload annotations into data items
Sort and Filters¶
DQL Filters a Pagination
Advance SDK Filters¶
More complex filters on items and annotations
Annotation Level Filters¶
Create filter on annotations, use DQL on an annotation level attributes
Item Level¶
Create filter on items, use DQL on an item level attributes
- 1. The Dataloop Query Language - DQL
- 1.1. Filters
- 1.2. Filter Items
- 1.3. Filter Items by the Items’ Annotations
- 1.4. Filters Method - “Or” and “And”
- 1.5. Full Examples
- 1.5.1. How to filter items by their annotations label?
- 1.5.2. How to filter items by completed and approved status?
- 1.5.3. How to filter items by completed status (with items who are approved as well)?
- 1.5.4. How to filter items by only completed status?
- 1.5.5. How to filter unassigned items?
- 1.5.6. How to filter items by a specific folder?
- 1.5.7. Get all items named foo.bar
- 1.5.8. Sort files of size 0-5 MB by name, in ascending order
- 1.5.9. Sort with multiple fields: Sort Items by labels ascending and createdAt descending
- 1.6. Advanced Filtering Operators
- 1.7. Response to DQL Query
Pagination¶
How to use pages and iteration over items
Working with Metadata¶
Working with Item’s metadata
- 1. Working with Metadata
- 1.1. User Metadata
- 1.1.1. Metadata Data Types
- 1.1.2. String
- 1.1.3. Number
- 1.1.4. Boolean
- 1.1.5. Null – add metadata with no information
- 1.1.6. List
- 1.1.7. Add new metadata to a list without losing existing data
- 1.1.8. Add metadata to an item’s user metadata
- 1.1.9. Modify an existing user metadata field
- 1.1.10. Add metadata to annotations’ user metadata
- 1.1.11. Filter items by user metadata
- 1.1. User Metadata
FaaS Tutorial¶
Tutorials for FaaS
FaaS Interactive Tutorial – Using Python & Dataloop SDK¶
FaaS Interactive Tutorial
Introduction¶
Getting started with FaaS.
Run Your First Function¶
Create and run your first FaaS in the Dataloop platform
Multiple Functions and Modules¶
Create a Package with multiple functions and modules
Execution Control¶
Kill and Timeout on an Execution
Task Workflows¶
Tutorials for workforce management
Tasks and Assignment¶
Getting started with Task and Assignments.
Create Annotation Task¶
Getting started with Annotation Tasks.
Create Annotation Assignment¶
Getting started with Annotation Assignment.
Redistribute and Reassign¶
Redistribute and reassign items from tasks and assignments
QA Tasks Management¶
Create QA tasks and annotation-qa flows
Create QA Task¶
Getting started with QA Tasks.
Create QA Assignment¶
Getting started with QA Assignment.
Note Annotation¶
Create Note annotation on items
QA on Annotation Level¶
Annotation level QA
QA on Item Level¶
Item level QA
Redistribute and Reassign¶
Redistribute and reassign items from tasks and assignments
Image Annotations¶
Tutorials for creating all types of image annotations
Setup¶
Setup environment before starting
Classification, Point and Pose¶
Classification, Point and Pose annotations types
Bounding Box and Cuboid¶
Bounding Box and Cuboid annotations types
Polygon and Polyline¶
Polygon and Polyline annotations types
Ellipse and Item Description¶
Ellipse and Item Description annotations types
Advance Tutorials¶
Copy, count, show and annotation parenting.
Video Annotations¶
Tutorials for annotating videos
Video Annotations¶
Upload and work with video annotations
Recipe and Ontology¶
Tutorials for managing ontologies, labels, and recipes
Concepts¶
What are Recipe and Ontology
Ontology¶
Create and manage Ontology, Labels and Attributes
Recipe¶
Create and manage Recipe and Annotations Instructions
Model Management¶
Tutorials for creating and managing model and snapshots
Introduction¶
Getting started with Model.
Create a Model and Snapshot¶
Create a Model with a Dataloop Model Adapter
Using Dataloop’s Dataset Generator¶
Use the SDK and the Dataset Tools to iterate, augment and serve the data to your model