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AuC_w
AuC_w
 
 
logs/tensorboard/sports_cars_debug3
logs/tensorboard/sports_cars_debug3
 
 
.gitignore
.gitignore
 
 
AuC.py
AuC.py
 
 
AuC_dataloader.py
AuC_dataloader.py
 
 
README.md
README.md
 
 
VGG_dataloader.py
VGG_dataloader.py
 
 
VGGnet.py
VGGnet.py
 
 
W_40000.npy
W_40000.npy
 
 
W_sports_cars.npy
W_sports_cars.npy
 
 
annealed_mean.py
annealed_mean.py
 
 
baselines.py
baselines.py
 
 
config.py
config.py
 
 
dataloaders.py
dataloaders.py
 
 
debug.py
debug.py
 
 
estimate_w.py
estimate_w.py
 
 
inference.py
inference.py
 
 
loss.py
loss.py
 
 
main.py
main.py
 
 
model.py
model.py
 
 
p_40000.npy
p_40000.npy
 
 
p_smooth_40000.npy
p_smooth_40000.npy
 
 
p_smooth_sports_cars.npy
p_smooth_sports_cars.npy
 
 
p_sports_cars.npy
p_sports_cars.npy
 
 
quant_ab.py
quant_ab.py
 
 
report.pdf
report.pdf
 
 
speed.py
speed.py
 
 
tree.p
tree.p
 
 
util.py
util.py
 
 

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DD2424-Deep-Learning-project

The projects aims to reproduce the paper "Colourful Image Colorization" https://arxiv.org/abs/1603.08511 in PyTorch. This work was done for the course DD2424 Deep Learning (2022) at Royal Institute of Technology (KTH), Stockholm. Read the report.pdf for all information about the project.

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