"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 22, 2023

Law and Order - Applied Vision, NLP, ML Use cases

Vision Use cases

  • Person Detection, Attribute Extraction
  • Real-time vehicle number plate validation
  • Attribute Extraction - Shirt, Dress Type
  • Age Estimation
  • Personal Re-identification
  • Vehicle Details Extraction
  • Vehicle color Extraction
  • Action Recognition - Detect Crowd, Fight
  • Anomaly Detection, Loitering - Notify suspicious movements

NLP Use cases

  • Using NLP to find similar cases from Digitized documents
  • Using OCR to digitize documents

ML Use cases

  • Cluster patterns of crimes
  • Cluster types of crime
  • Cluster patterns of offenders
  • Churn time for offenders
  • Average time after a conviction for repeat crimes

CCTV analysis is a reactive approach. Edge + AI + Data + NLP is the way forward. Be predictive, proactive, and prepared.

Analyze the below companies and build another product :)




Ref - Link, Link1

Mark43 Interesting Demo and Screenshots - Link




Crime Prediction using Machine Learning with a Novel Crime Dataset

  • News Link Collection using Manual Process
  • News Link Collection using Web Crawler
  • Filtering Crawled News Collection to Identify Crime News






Keep Exploring!!!

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