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.
|