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AVK QuantumMind Solutions

Transforming the future with AI-Centric Data Solutions, Advanced R&D Services, and Global Innovation

Data Annotation & Labeling

Professional 2D/3D annotation services with human-in-the-loop QA, AI-assisted workflows, and industry-leading accuracy for your machine learning projects.

Comprehensive annotation services across multiple data modalities and use cases

2D Image Annotation

2D Image Annotation

Comprehensive voice datasets across languages, accents, and demographics

Services

  • Bounding boxes
  • Polygons
  • Segmentation
  • Keypoint detection
  • Classification
  • OCR labeling
3D Data Annotation

3D Data Annotation

Advanced 3D annotation for LiDAR, point clouds, and volumetric data.

Services

  • LiDAR labeling
  • 3D bounding boxes
  • Depth estimation
  • Point cloud annotation
  • Volumetric segmentation
  • 3D object tracking
Video Annotation

Video Annotation

Temporal annotation for video sequences and motion analysis.

Services

  • Object tracking
  • Action recognition
  • Temporal segmentation
  • Motion vectors
  • Event detection
  • Scene classification
Audio Annotation

Audio Annotation

Audio content labeling and transcription services.

Services

  • Speech transcription
  • Speaker identification
  • Emotion labeling
  • Sound classification
  • Music tagging
  • Audio segmentation

Quality Assurance Process

Multi-Layer quality control ensuring the highest accuracy and consistency.

Human-in-the-Loop QA

Expert human reviewers validate and refine AI-generated annotations

Key Benefits:

  • Higher accuracy
  • Contextual understanding
  • Edge case handling
  • Quality consistency

AI-Assisted Workflows

Advanced AI tools accelerate annotation while maintaining quality

Key Benefits:

  • Faster turnaround
  • Cost efficiency
  • Consistent standards
  • Scalable processing

Multi-Layer Validation

Comprehensive validation process with multiple quality checkpoints

Key Benefits:

  • Error reduction
  • Quality metrics
  • Consensus scoring
  • Continuous improvement

Industry Applications

Specialized annotation services tailored for industry-specific requirements

🚗 Autonomous Vehicles

LiDAR annotation, object detection, and road scene understanding for self-driving cars

  • Object detection
  • Lane marking
  • Traffic sign recognition
  • Pedestrian tracking

🏥 Healthcare & Medical

Medical image annotation for diagnostic AI and healthcare applications

  • Radiology imaging
  • Pathology slides
  • Surgical videos
  • Medical device data

🛍️ Retail & E-commerce

Product recognition, inventory management, and customer behavior analysis

  • Product catalogs
  • Visual search
  • Inventory tracking
  • Customer analytics

🌾 Agriculture & Environment

Crop monitoring, environmental analysis, and precision agriculture applications

  • Crop health monitoring
  • Pest detection
  • Weather analysis
  • Soil assessment

🔒 Security & Surveillance

Video surveillance, threat detection, and security system enhancement

  • Threat detection
  • Facial recognition
  • Behavior analysis
  • Anomaly detection

🏭 Manufacturing & Quality Control

Defect detection, quality assurance, and automated inspection systems

  • Defect detection
  • Quality metrics
  • Process monitoring
  • Automation support

Tools & Format Support

Support for industry-standard formats and integration with popular ML frameworks

Annotation Type
Supported Formats
Computer Vision
COCO, YOLO, Pascal, VOC, TensorFlow
3D Annotation
PCD, PLY, OBJ, FBX
Video Processing
MP4, AVI, MOV, WebM
Audio Processing
WAV, MP3, FLAC, AAC

Annotation Workflow

Streamlined process ensuring quality delivery and client satisfaction

📋 Data Analysis

Review data requirements and establish annotation guidelines

🎯 Tool Setup

Configure annotation tools and establish quality standards

✏️ Annotation

Expert annotators label data following established guidelines

🔍 Quality Check

Multi-layer validation and quality assurance process

📦 Delivery

Final delivery with documentation and quality reports

Quality Metrics

Industry-leading accuracy and quality standards across all annotation types

99.5%
Accuracy Rate

Consistent high-quality annotations

3x
Quality Reviews

Multiple validation checkpoints

24h
Turnaround

Fast delivery for urgent projects

100%
Format Support

All major ML framework formats

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