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

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    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

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