"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

February 23, 2023

Startup Analysis - hyperverge - KYV - Vision + OCR + NLP

Many times taking an idea, ideating it, and solving it end to end is key. KYC with Vision / Image / Data and NLP are very impressive.

Product Features

  • Real-time analysis of images and videos obtained from sources such as consumer photos, satellite images, surveillance cameras, industrial images, and documents. 
  • NLP solutions for automating and disrupting the Legal Document Analysis industry

Deep Learning Skills (Vision / NLP) - Our Perspectives

  • DL - Models built for Face detection, OCR, and Buildings / Signs Detection. Face, Object, Text, and Activity recognition.
  • NLP - One shot, Few shot, Self-Supervised approach, multi-task learning, and contrastive learning strategies
  • Plus a lot of custom embeddings/graph databases/custom models

Video KYC

  • Liveliness Check
  • Background Detection
  • Landmark validations
  • Key facial landmarks based on submitted docs
  • Similarity scores
  • Social media similar image scores 

Signature Check

  • Signature Font Size, Length, Height, features of it
  • Signature Font Style
  • Keypoints match, landmarks match, shape, texture

Face Verification

  • Landmarks
  • Landmark distances for iris, nose, cheek, chin
  • Mediapipe
  • Custom Segment and measure similarity
  • Classify face shapes/hairstyles

Keep Exploring!!!

No comments: