Training Data and Validation

Train your AI models and validate data for faster deployment with higher accuracy

Types of Training Data and Validation

Content Digitization

Digitize your content like business cards, forms, and other documents using OCR and humans.

General OCR Training

Text from image correctly extracted by OCR tool

Business Cards

Personal details from visiting card image correctly extracted and transcribed by OCR tool

Forms and Receipts

Details from receipt image correctly tagged and transcribed by OCR tool

Classification

Accurately classify your images, text, and audio to train your data models with high accuracy.

Fashion

Fashion products images correctly tagged and classified by AI models

Text Sentiment

Sentiment in user generated review correctly classified by AI models

Audio

Audio book correctly classified by AI models

Image Annotation and Object Detection

Annotate your images with bounding boxes and tags to train AI models.

Bounding Boxes (Objects)

Red purse correctly detected and annotated with bounding boxes and description by AI model

Bounding Boxes (Living Things)

Stock photo of male and female couple with a dog correctly detected and annotated with bounding boxes and description by AI models

Entity Extraction

Extract and classify keywords from text strings to train NLP models.

Text and Titles

Product details from text and titles correctly extracted by AI models

Search Queries

Product details from search query correctly extracted by AI models

Descriptions

Product details from user generated descriptions correctly extracted by AI models

Data Cleansing

Cleanse your data through moderation, deduplication, and annotation to help AI teams.

Deduplication

Duplicate products correctly identified and flagged by AI models

Clustering

Similar images scored correctly based on closeness to characteristics present in original image by AI models

Advantages

Accurate Training Data

Accurate Training Data

Highly accurate gold standard data for your AI teams.

Rapid Deployment

Rapid Deployment

Deploy quickly and scalably with humans-in-the loop.

Faster Validation

Faster Validation

Benchmark and validate your models quickly using trained human reviewers.

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