Visualization of Places-CNN and ImageNet CNN

MIT Computer Science and Artificial Intelligence Laboratory
  • DrawCNN: a tool to visualize the connections among units and layers in the CNNs.

  • Unit segmentations: the object/concept segmentation results for each unit at different layers for Places-CNN and ImageNet-CNN.

  • Units’ receptive fields and the most activated image crops: the receptive field and the top ranked activation patterns within the receptive field of each unit at different layers for Places-CNN and ImageNet-CNN

  • Code of Unit Segmentation: Sample matlab code to use synthetic receptive field of unit to segment image and visualize the activation image regions.