Help finding a model that can identify small cubes

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

InfluxDB - Power Real-Time Data Analytics at Scale
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  • zpy

    Synthetic data for computer vision. An open source toolkit using Blender and Python.

  • This is actually a great problem for synthetic data. You can make a synthetic dataset of colored cubes on different backgrounds using something like Unity or zpy (shameless plug). The synthetic data will be much larger and more varied than one you create & label by hand.

  • detectron2

    Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

  • You can then use this dataset to fine-tune one of the pre-trained models available on something like Detectron2and it should work pretty well for your application.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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