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End-to-End Machine Learning

At Depot Analytics, we provide end-to-end machine learning solutions for highly complex processes that drastically reduce operating cost, enable new discoveries, and drive productivity.

Machine learning, if utilized properly, can be a means for the humans in your business to focus on the complex, thinking, relational, and strategic work that makes organizations special. Applied appropriately, ML does the computing and complex modeling that leverages your organization's data and processes to drive strategic advantages. 

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Design Models

We serve you by

  • Executing the entire process of creating, training, and validating models that can be used in your organization

  • Working with custom tailored and off-the-shelf CNNs, transformer-based models, and custom models that can get unprecedented results in the real world

  • Specializing in working with data that disorganized and unstructured

Deploy on the Edge


We serve you by

  • Turning resource intensive algorithms and processes into systems that can run with

    • Low power

    • Low latency

    • High speeds

  • Quantize and sparsify deep neural nets 

  • Rework model architectures to maintain performance while optimizing performance


Build Computer Vision Systems

We serve you by

  • Doing computer vision analysis of your image/video data

  • Building models and software programs that can do

    • Object detection/segmentation

    • Photogrammetry​

    • 3D Reconstruction

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