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Fix weights loading on CPU + requirements.txt + fix example command #7

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Fix weights loading on CPU + requirements.txt + fix example command #7

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a05e8bb
Fix sementic filename in example command
AlexMili May 31, 2021
d07c3b9
Create requirements.txt
AlexMili May 31, 2021
0ed7122
Fix weigths loading when only CPU is available
AlexMili May 31, 2021
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -18,7 +18,7 @@ To run the code, you need to download the pre-trained models from [here](https:/
python3 eval.py -i image_file -s semantic_file

# example
python3 eval.py -i ./sample_images/img1.jpg -s ./sample_images/img1.npy
python3 eval.py -i ./sample_images/img1.jpg -s ./sample_images/sem1.npy

The generated scanpaths are saved in the **results** folder.

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12 changes: 7 additions & 5 deletions components.py
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Expand Up @@ -23,8 +23,10 @@
).to(device)
fix_duration = FixationDuration(512, 128).to(device)

feature_extractor.load_state_dict(torch.load('./data/weights/vgg19.pth'))
fuser.load_state_dict(torch.load('./data/weights/fuser.pth'))
iorroi_lstm.load_state_dict(torch.load('./data/weights/iorroi.pth'))
mdn.load_state_dict(torch.load('./data/weights/mdn.pth'))
fix_duration.load_state_dict(torch.load('./data/weights/fix_duration.pth'))
location_mapper = None if torch.cuda.is_available() else device

feature_extractor.load_state_dict(torch.load('./data/weights/vgg19.pth', map_location=location_mapper))
fuser.load_state_dict(torch.load('./data/weights/fuser.pth', map_location=location_mapper))
iorroi_lstm.load_state_dict(torch.load('./data/weights/iorroi.pth', map_location=location_mapper))
mdn.load_state_dict(torch.load('./data/weights/mdn.pth', map_location=location_mapper))
fix_duration.load_state_dict(torch.load('./data/weights/fix_duration.pth', map_location=location_mapper))
6 changes: 6 additions & 0 deletions requirements.txt
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@@ -0,0 +1,6 @@
matplotlib
torch
torchvision
numpy
Pillow
scipy