Are there deep convolutional networks capable of recognizing two overlapping triangles in this image - or is this beyond the capabilities of CNNs?

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And are there CNNs that can recogize two boxes connected by a line in this image?

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If there are no CNNs that can do it: Are there other architectures that can?



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