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detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
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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.
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.
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.
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