Overview

The Dataloop Dataset Browser is a powerful interface that enables users to efficiently search, filter, and refine datasets to identify required items with ease. It provides multiple levels of search functionality, ranging from simple searches to advanced queries, ensuring flexibility for diverse user needs.

The Dataset Browser is a versatile tool that supports:

• Filtering by item, annotation, and task properties.

• Natural language semantic search via CLIP.

• Multi-level search approaches (Basic, Advanced, and DQL).

• Task-specific filtering for assignment management.

Search Modes

The Dataset Browser supports three primary search modes: Basic Search, Advanced Search, and DQL Query Editor Search.

Also supports, Saved Filters search, Semantic Search, etc.

1. Basic Search: Basic search allows quick filtering and discovery using predefined parameters:

   1. Search by Labels

   2. Search by Attributes

   3. Search by Item Status

   4. And many more common filters

2. Advanced Search: Advanced Search uses a search schema that allows users to query items and annotations data with higher granularity:

   1. Search Items using structured schema fields.

   2. Explore diverse use cases of search schemas within the Dataset Browser.

   3. View available schemas directly in the interface for guidance.

   4. No free text search.

3. DQL Query Editor Search: For expert users, the Dataloop Query Language (DQL) editor enables direct filtering and querying of data:

   1. Write custom queries using DQL syntax.

   2. Apply complex logic for precise data retrieval.

4. Semantic Search:

Filter Modes

After your data items or folders are uploaded or synchronized, the Dataset Browser enables you to filter and refine them using the features outlined below.

1. Collections

2. ML Subsets

3. Tasks and Statuses

4. Saved Filters (if available)