ychfan / wdsr Goto Github PK
View Code? Open in Web Editor NEWWide Activation for Efficient Image and Video Super-Resolution
Home Page: https://bmvc2019.org/wp-content/uploads/papers/0288-paper.pdf
License: MIT License
Wide Activation for Efficient Image and Video Super-Resolution
Home Page: https://bmvc2019.org/wp-content/uploads/papers/0288-paper.pdf
License: MIT License
Hello,
MSU Graphics & Media Lab Video Group has recently launched Video Super Resolution Benchmark.
We provide a comprehensive comparison of a variety of different VSR models.
You can see our current results: MSU VSR Benchmark.
If you are interested in participating, you can add your algorithm, following the submission steps.
You can read about MSU Graphics & Media Lab Video Group here and here.
Hi,
I am facing issues installing the dependencies and getting the trainer to work.
I am unable to install the apex with legacy-install-failure error. Is there any workaround?
Error Log:
Traceback (most recent call last):
File "trainer.py", line 272, in
train(epoch)
File "trainer.py", line 216, in train
for batch_idx, (data, target) in enumerate(train_data_loader):
File "/home/lbz/anaconda3/envs/ACV/lib/python3.7/site-packages/torch/utils/data/dataloader.py", line 363, in next
data = self._next_data()
File "/home/lbz/anaconda3/envs/ACV/lib/python3.7/site-packages/torch/utils/data/dataloader.py", line 989, in _next_data
return self._process_data(data)
File "/home/lbz/anaconda3/envs/ACV/lib/python3.7/site-packages/torch/utils/data/dataloader.py", line 1014, in _process_data
data.reraise()
File "/home/lbz/anaconda3/envs/ACV/lib/python3.7/site-packages/torch/_utils.py", line 395, in reraise
raise self.exc_type(msg)
KeyError: Caught KeyError in DataLoader worker process 0.
Original Traceback (most recent call last):
File "/home/lbz/anaconda3/envs/ACV/lib/python3.7/site-packages/torch/utils/data/_utils/worker.py", line 185, in _worker_loop
data = fetcher.fetch(index)
File "/home/lbz/anaconda3/envs/ACV/lib/python3.7/site-packages/torch/utils/data/_utils/fetch.py", line 44, in fetch
data = [self.dataset[idx] for idx in possibly_batched_index]
File "/home/lbz/anaconda3/envs/ACV/lib/python3.7/site-packages/torch/utils/data/_utils/fetch.py", line 44, in
data = [self.dataset[idx] for idx in possibly_batched_index]
File "/home/lbz/ACV/wdsr/datasets/_isr.py", line 66, in getitem
lr_image, hr_image = self._load_item(index)
File "/home/lbz/ACV/wdsr/datasets/_isr.py", line 159, in _load_item
lr_image = self.lr_cache_file.get(self.lr_files[index][0])
File "/home/lbz/ACV/wdsr/common/io.py", line 50, in get
return self.file[key]
File "h5py/_objects.pyx", line 54, in h5py._objects.with_phil.wrapper
File "h5py/_objects.pyx", line 55, in h5py._objects.with_phil.wrapper
File "/home/lbz/anaconda3/envs/ACV/lib/python3.7/site-packages/h5py/_hl/group.py", line 288, in getitem
oid = h5o.open(self.id, self._e(name), lapl=self._lapl)
File "h5py/_objects.pyx", line 54, in h5py._objects.with_phil.wrapper
File "h5py/_objects.pyx", line 55, in h5py._objects.with_phil.wrapper
File "h5py/h5o.pyx", line 190, in h5py.h5o.open
KeyError: "Unable to open object (object '0362.png' doesn't exist)"
As your example says:
python trainer.py --dataset div2k --eval_datasets div2k set5 bsds100 urban100 --model wdsr --scale 2 --job_dir ./wdsr_x2 --eval_only
Interestingly, the trainer.py code does not contain the scale parameter. So how can I super resolve an image to 2-3-4x size and get metrics from the super-resolved image?
After enter python trainer.py --dataset div2k --eval_datasets div2k set5 bsds100 urban100 --model wdsr --scale 2 --job_dir ./wdsr_x2 --eval_only.I meet the following error:
Traceback (most recent call last):
File "trainer.py", line 121, in
'datasets.' + args.dataset if args.dataset else 'datasets')
File "/anaconda3/envs/pytorch/lib/python3.7/importlib/init.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "", line 1006, in _gcd_import
File "", line 983, in _find_and_load
File "", line 967, in _find_and_load_unlocked
File "", line 677, in _load_unlocked
File "", line 728, in exec_module
File "", line 219, in _call_with_frames_removed
File "/project/wdsr/datasets/div2k.py", line 4, in
import datasets._isr
File "/project/wdsr/datasets/_isr.py", line 15, in
from common.images import imresize
File "/project/wdsr/common/images.py", line 1, in
from third_party.matlab_imresize.imresize import imresize
ModuleNotFoundError: No module named 'third_party.matlab_imresize.imresize'
So i try to find the function 'imresize' under the file 'third_party.matlab_imresize',but i can't find it.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.