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VisualCortex, a video analytics platform developer, has collaborated with technology partner Weights & Biases to automate and reproduce its ML model training practices. The two companies have integrated Weights & Biases into VisualCortex’s core model training workflow as a source of truth and auditability, enabling them to evaluate and compare many different model runs, perform sweeps to find data augmentations, and easily orchestrate disparate sets of compute nodes.