DilatedFCNSegmentation/surgery-instructions.txt at master · SharifAmit/DilatedFCNSegmentation · GitHub

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1. Download the pretrained models and the deploy.protxt of [VGGG16](https://gist.github.com/ksimonyan/211839e770f7b538e2d8#file-readme-md)
        or [VGG19](https://gist.github.com/ksimonyan/3785162f95cd2d5fee77#file-readme-md).

2. Open sovlesurgery.py and edit the path of proto and weights
For example: proto = '/home/XYZ/Desktop/DilatedFCNSegmentaiton/VGG_ILSVRC_16_layers_deploy.prototxt'
weights = '/home/XYZ/Dekstop/DilatedFCNSegmentation/VGG_ILSVRC_16_layers.caffemodel'

3. Create a folder inside Dilated_FCN-2s_VGG16 called snapshot. Ex: DilatedFCNSegmentation/Dilated_FCN-2s_VGG16/snapshot

4. Open the solver.protoxt and edit snapshot_prefix. The path will be of the new created model with name.
             '/home/XYZ/Desktop/DilatedFCNSegmentation/Dilated_FCN-2s_VGG16/snapshot/vgg16surgery'

5. Now run solvesurgery.py and this will create a file named vgg16surgery_iter_1.caffemodel inside the folder called
             Dilated_FCN-2s_VGG16/snapshot