How do you use truck cameras to locate garbage cans in every neighborhood in America?

Rubicon (NYSE: RBT) needed computer vision models to precisely locate garbage cans on collection routes, including those not yet explored. Echelon DS built production-ready computer vision models that formed the bedrock of this strategy, which evolved into Rubicon’s Fleet Technology Business Unit and sold for ~$100M in 2024.

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How do you automatically identify every unique vehicle that enters and exits a parking lot?