OPERATIONAL COHORT GUARANTEE
2,000+ Pre-Screened Indian Participant Database
All data for AI Model Training Participants & Action Mapping is collected from our pre-screened cohort pool of 2,000+ Indian participants (ages 20–50, configurable 80:20 M/F ratio). Experiments are staged either using your proprietary hardware/software rigs OR via turnkey Blue Projects sensor staging under strict DPDP Act (India 2023) and EU GDPR compliance.
Technical Specifications & Rigor
Cohort Pool Capacity
2,000+ Pre-Screened Indian Participants
Age & Gender Demographics
Ages 20–50 | Configurable Ratios (80:20 M/F)
Action Taxonomy
500+ Physical Action & Gesture Classes
Consent Compliance
DPDP Act (India 2023) & EU GDPR Compliant
Attendance Reliability SLA
98.4% On-Site Session Attendance SLA
Data Formatting
H.265 4K Video, OpenPose JSON, WAV Audio
PyTorch Telemetry & Data Schema Loader
Python 3.10+# PyTorch Human Cohort Action Mapping Loader
import torch
class HumanCohortActionDataset(torch.utils.data.Dataset):
def __init__(self, manifest_json):
# 2,000+ Cohort Demographic Action Stream
pass
def __getitem__(self, idx):
return {
"participant_id": "IND_COHORT_2042",
"demographic": {"age": 28, "gender": "M", "l1_language": "Kannada"},
"action_label": "two_hand_object_grasp",
"video_stream": torch.zeros((60, 3, 2160, 3840))
}⚖️ Statutory Legal & Ethics Compliance Safeguards
DPDP & GDPR Statutory Compliance
Full adherence to India DPDP Act (2023) & EU GDPR Art 6/9 with biometric informed consent protocols.
Subject Rights & Anonymization
Automated face/voice/PHI blurring, subject identity encryption, and post-session withdrawal rights.
Model Weight Protection Clause
Statutory legal guarantee ensuring trained AI model weights are 100% immune from subject data deletion claims once anonymized.
ENTERPRISE COHORT INTAKE
Request a Human Cohort & Lab Consultation
Specify your cohort size, demographic preferences, and hardware staging requirements. Our engineering team responds within 24 hours.