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A snapshot of Taskmonk in 2025
The scale we hit, the features we launched, & the use-cases we powered. One year, $10M+ saved for clients, and hundreds of millions of AI data decisions.
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AI and data annotation glossary

A practical A-Z of AI and data annotation: training data, labeling, active learning, computer vision, and NLP explained with quick examples
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Foundation model
Unstructured data
Confusion matrix
Ground truth
synthetic data
Geospatial data annotation
Active learning
Quality assurance (QA)
JSONL
Human-in-the-loop (HITL)
LiDAR annotation
Machine Learning
NER
OCR
Computer vision
Convolutional neural network
RAG
Sensor fusion
Document AI
YOLO annotation format
XAI (explainable AI
Uncertainty sampling
Ontology versioning
Bounding box annotation
COCO dataset
Pre-labeling
Keypoint annotation
Image Segmentation
Gold tasks
Inter-annotator agreement
Video annotation
F1 Score
MCP
AI agents
LLMs
AI Hallucination
Multimodal AI
Annotation workflow
Semantic segmentation
Product recommendations
Attribute extraction
Search query annotation
eCommerce search relevance
Data labeling
NIfTI
DICOM annotation
Text annotation
Image annotation
Audio-annotion
Reinforcement Learning
Neural Network
Supervised Learning
MLOPS