Service
Dataset Development
From raw collection to pristine, model-ready datasets. We handle annotation, synthetic generation, augmentation and rigorous quality assessment so your models learn from the best possible data.
What's included
A full menu of capabilities under dataset development. Mix and match to fit your project.
Image & Video Annotation
Bounding boxes, segmentation masks, keypoints, polygons.
Text Annotation
NER, intent, sentiment, classification, span labelling.
Audio & Speech Labelling
Transcription, speaker diarization, event tagging.
3D Point Cloud / LiDAR
Cuboid and semantic labelling for autonomous & robotics.
Synthetic Data Generation
GAN, diffusion and procedural pipelines for rare cases.
Data Augmentation
Programmatic pipelines to multiply and balance datasets.
Quality Assessment
Inter-annotator agreement, audits, error analysis.
Active Learning
Label only what matters — cut labelling cost dramatically.
Data Collection & Sourcing
Crawling, licensing, and compliant data acquisition.
Versioning & Lineage
DVC-backed dataset versioning and full traceability.
PII Scrubbing & Compliance
GDPR/CCPA-safe anonymisation and governance.
Benchmark Creation
Custom eval sets and leaderboards for your domain.
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Ready to start with Dataset Development?
Book a free consultation — tell us your goal and we'll map the fastest path to a working model.