Herd Count

Industry: Agritech

Agritech Platform

Overview

Counting numbers of sheep/cattle going in-out from ranch at any given time. It was a fun & complex project involving many close proximity animals traveling together & we had to track them in live streaming.

Technology

  • Deep Learning
  • Neural Networks
  • Computer Vision
  • Image Processing
  • react js

Language

  • Python

Key Technical Challenges:

  • Many overlapping objects in the same image frame.
  • Very rare use case, mostly unexplored by many data scientists.
  • Less availability of data & had to work different approaches for collecting it.

Business + Technical Points:

  • Streamline detection
  • On time notification

Result:

  • We were able to identify & meet requirements accurately with real time detection.