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Two essential vision tasks in connectomics: (a) object detection of synapses to quantify the neuronal connectivity strength and (b) semantic segmentation of mitochondria to estimate the neuronal activity level. (c) However, the terabyte-level test data can be 100× larger than the training data, making active learning necessary.
