Data Collection Services
• Image/Video Data Collection (Real-world environments)
• Web Scraping / Crawling (Lifestyle & Fashion websites, social media, retail)
• Sensor/IoT Data Acquisition
• Survey/Feedback Collection
Data Cleaning & Structuring
• De-duplication, formatting, and standardization of raw data
• Metadata enhancement and structure correction
• Clean, analysis-ready outputs (JSON, CSV, XML)
Image & Video Annotation
• Bounding boxes, polygons, keypoint tagging for AI training
• Segmentation for garments, human poses, and scenes
• Use case expertise: Fashion apparel, street-style trends, sports action
• Tools: CVAT, V7, Labelbox, custom tools
Data Enrichment & Bias Reduction
• Enrich datasets with contextual labels (e.g., mood, style, activity)
• Identify demographic gaps and ensure balanced dataset creation
• Integrate external data sources to improve AI performance
Reinforcement Learning with Human Feedback (RLHF)
• Human-in-the-loop feedback loops for language model tuning
• Quality grading of model outputs (text, visual, decision-making)
• Custom evaluation pipeline creation
