Data Collection Tool

Collect image datapoints to train image-creation Knowledge Agent

#Sahara AI  #Data Collection #Knowledge Agent

Scope
Based on existed annotation tool, build data collection tool which allow annotators upload files in a datapoint, preview all uploaded images before submission. Based on existed reviewing tool, add a function to require reviewers find similar images in a batch.
Basic Info
Target Users
Individual Labelers
Time
Aug 2024
My Role
Product Designer
Main Flow
Use Cases
1: Annotate & Preview: An annotator completes a batch of datapoints and preview all uploaded files
2: Round 1 Review:Check data acceptance and mark similar images
3: Revise rejected datapoint.
4: Round 2 Review: Review the revised datapoints
Design Research
Question: To improve data quality, how to solve image similarity issue?
Main Competitors
Memory games
Sorting games
View Analysis Process
Opportunities Enable Similarity Checking for Annotators Provide a built-in tool to help annotator check similar images within the same batch before submission Grid View fro Reviewers Display all images in a grid layout to help reviewers to focus on similarity check