Data Labeling & Annotation Services

High-quality training data annotation for computer vision, NLP, and machine learning models

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Training Data Annotation

Data labeling annotates raw data (images, text, video, audio) with ground truth labels required for supervised machine learning. Quality labeling determines model accuracy—poor annotations yield 30-50% accuracy degradation. AGM Network provides data labeling services achieving 99.5% annotation accuracy, 10,000+ images per day throughput, and 75% cost reduction vs in-house labeling.

Annotation Types:

  • Image: Bounding boxes, polygons, semantic segmentation, keypoints
  • Text: Named entity recognition (NER), sentiment, intent classification
  • Video: Object tracking, action recognition, event detection
  • Audio: Transcription, speaker identification, sound classification

Data Labeling Services

Computer Vision

Image annotation for object detection, classification, OCR. Support autonomous vehicles, medical imaging, retail.

Natural Language

Text annotation for chatbots, document understanding, sentiment analysis. Multi-language support (50+ languages).

Video Annotation

Frame-by-frame object tracking, activity recognition. Support surveillance, sports analytics, robotics.

Audio Labeling

Speech-to-text transcription, speaker diarization, acoustic event tagging for voice assistants.

3D Point Clouds

LiDAR annotation for autonomous driving. Cuboid labeling, semantic segmentation in 3D space.

Quality Assurance

Multi-pass review with consensus labeling. Achieve 99.5% accuracy through validation workflows.

Annotation Tools & Platforms

AGM Network utilizes enterprise labeling platforms:

Scale AI

Computer vision, NLP, sensor fusion annotation

Labelbox

Collaborative annotation with quality workflows

V7 Darwin

AI-assisted annotation with auto-labeling

Amazon SageMaker

Ground Truth for scalable data labeling

Industry Applications

🚗 Autonomous Vehicles

Annotate pedestrians, vehicles, lane markings, traffic signs. 3D cuboid labeling for sensor fusion.

🏥 Healthcare

Medical image annotation (CT, MRI, X-ray). Tumor segmentation, organ detection for diagnostic AI.

🛍️ Retail

Product recognition, shelf monitoring, customer behavior analysis. Support visual search engines.

🏭 Manufacturing

Defect detection, quality inspection, predictive maintenance. Train anomaly detection models.

Scale Your ML Training Data

Achieve 99.5% annotation accuracy and 75% cost reduction with AGM Network data labeling services.

Get Quote Call +1-619-500-3442