Healthcare / case study

Optimizing Dairy Production with Efficient Cattle Health Tracking for Europe’s Fastest-Growing Dairy Company

Optimizing Dairy Production with Efficient Cattle Health Tracking for Europe’s Fastest-Growing Dairy Company

Read
Complete story







    Synopsis

    Technology Stack

    Big Data(Spark,Kafka)

    OpenCV

    TensorFlow

    Python

    Client Overview

    For one of the Largest & Fastest growing Dairy Companies in Europe,to provide a better health-check of cattle’s & optimize milk production.

    Challenge

    Client wanted a tracking of their livestock and identifying and anomalous behaviour based on historic trend for them to take near real-time attention by providing treatment to cattle in the form of medicines, equipment and care.

    Solution

    • Integration of Multiple Camera and Video Streaming
    • Cow Detection and Tracking by TensorFlow (Deep Learning) algorithms
    • Cow Recognition/Identification by placing QR/ArUco Marker over the cow.
    • Mounting Events Recognition
    • Virtual Farm Map
    • Calm Index Detection: In order to identify if a cow is ‘nervous’ because it’s in heat condition we have to create a “CALM INDEX” that is done by the composition of several factors

    Outcome

    Feeds visibility
    Easy tracking
    Traversed distance estimated
    Heat pattern recorded

    Talk To An Expert Customer Reviews

    Explore More

    Case studies

    View All Transform with AI Today
    Business Intelligence Dashboards Offering Real-time Insights for a Japanese Multinational AC Manufacturing Company

    Business Intelligence Dashboards Offering Real-time Insights for a Japanese Multinational AC Manufacturing Company

    Optimizing Receivables Management with Accounts Management Dashboard for a Leading Energy Resource Company

    Optimizing Receivables Management with Accounts Management Dashboard for a Leading Energy Resource Company