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GeezerVison is showing github.com — GitHub - TheSlashEffect/DeepLab_DeepFeaturesVisualization: Visualization of DeepLab's (https://github.com/tensorflow/models/tree/master/research/deeplab) CNN Layers for the Computer Vision course at the University of Ioannina, Department of Computer Science.

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convolutionalLayerVisualization
convolutionalLayerVisualization
 
 
img
img
 
 
input
input
 
 
modelBalls
modelBalls
 
 
results
results
 
 
Inference.py
Inference.py
 
 
README.md
README.md
 
 
REPORT_NOTEBOOK.ipynb
REPORT_NOTEBOOK.ipynb
 
 
Utils.py
Utils.py
 
 
allLayers.txt
allLayers.txt
 
 
colourPallete.jpg
colourPallete.jpg
 
 
inputImagesFull.txt
inputImagesFull.txt
 
 
inputImagesMiddleLayers.txt
inputImagesMiddleLayers.txt
 
 
inuToNeko.gif
inuToNeko.gif
 
 
main.py
main.py
 
 
nodeNames.txt
nodeNames.txt
 
 
placeholder.txt
placeholder.txt
 
 

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Visualization of Deep Features of DeepLab's CNN, as shown in the following paper.

Giorgos Sfikas, João Patacas, Charalampos Psarros, Antigoni Noula, Dimosthenis Ioannidis, and Dimitrios Tzovaras, “A deep neural network-based method for the detection and accurate thermography statistics estimation of aerially surveyed structures,” in 19th International Conference on Construction Applications of Virtual Reality, 2019

For the result report, please read REPORT_NOTEBOOK.ipynb.

The tools used are Tensorflow and scikit-learn.

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Visualization of DeepLab's (https://github.com/tensorflow/models/tree/master/research/deeplab) CNN Layers for the Computer Vision course at the University of Ioannina, Department of Computer Science.

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