drn | Dilated Residual Networks | Machine Learning library
kandi X-RAY | drn Summary
kandi X-RAY | drn Summary
This code provides various models combining dilated convolutions with residual networks. Our models can achieve better performance with less parameters than ResNet on image classification and semantic segmentation. If you find this code useful for your publications, please consider citing.
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Top functions reviewed by kandi - BETA
- Train the model .
- Run training .
- Runs a test on the SegList .
- Backward computation .
- Test the model .
- Train the model .
- Validate and evaluate the model .
- Parse command line arguments
- Test the model .
- Evaluate the given model .
drn Key Features
drn Examples and Code Snippets
Lines of Code : 10License : Non-SPDX (NOASSERTION)
Copycd SB-GAN/SBGAN/datasets
mkdir cityscapes
cd cityscapes
mv leftImg8bit_trainvaltest/leftImg8bit ./
mv gtFine_trainvaltest/gtFine ./
wget https://people.eecs.berkeley.edu/~sazadi/SBGAN/datasets/drn_d_105_000_test.tar.gz
tar -xzvf drn_d_105_000_test. # train on 4 GPUs
python -m torch.distributed.launch --nproc_per_node=4 train.py --config configs/cityscape_drn_c_26.json
# evaluate
python evaluate.py --logdir [run logdir] [-s]
# Moreover, you can add [your configs].json in run_tasks.sh
sh run_t 
License : No LicenseCopy@article{yoon2019stabilized,
title={Stabilized Developmental Resonance Network},
author={Inug Yoon*, Uehwan Kim* and Jong-Hwan Kim},
journal={IEEE Transactions on Neural Networks and Learning Systems, Under Review},
year={2019}
}
Community Discussions
Trending Discussions on drn
QUESTION
So In Swift I do this:
...ANSWER
Answered 2020-Oct-28 at 06:31You can copy paste run full code below
You can use Radata radataFromJson(String str) => Radata.fromJson(json.decode(str));
You can see full code for class Radata and class Radio
code snippet
QUESTION
Here are the codes that I use:
...ANSWER
Answered 2020-Jun-05 at 05:28Try adding some sleep time (say 3 seconds) every n number of tickers.
QUESTION
My AssignedPropertiesDTO class is:
...ANSWER
Answered 2020-Mar-31 at 20:29When you define isPurged and isSoldOut as boolean instead of as Boolean the variables become initialised as false by default (as per your constructor).
In case you need another initialisation, you can simply define it when declaring the variable, e.g. setting one to true, the other to false:
QUESTION
I have a text file that looks like this:
...ANSWER
Answered 2020-Mar-19 at 05:51You're using whitespace as a delimiter, but this is fixed-length delimited, not whitespace delimited. You should google fixed-length parsing, e.g. https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_fwf.html.
QUESTION
So I am getting the following code and I am unsure why that would be?
Wondering if anyone knows what would cause this?
...ANSWER
Answered 2019-Dec-18 at 10:44Probably you forget to add "SignIn with Apple" capability in your plist file. For this go to project file -> Capabilities Tab -> Turn on "SignIn With Apple".
QUESTION
I am trying to work out if there is away to have the following text DRN1 the DRN in black and the 1 in Red in the Navigation bar title
I currently use the following code
...ANSWER
Answered 2019-Dec-11 at 08:30You need to add custom UIView and UILabel to the NavigationBar.
Code will look like this,
QUESTION
I have a query following which have a DENSE_RANK and ROW_NUMBER columns:
...ANSWER
Answered 2019-Oct-21 at 06:40It looks like you just want the DRN column to be a dense rank as ordered by the SL_NO column. We can subquery once, and arbitrary take the minimum SL_NO value per each account, and then use dense rank afterwards:
QUESTION
I am trying to print all the text in the web page starting from the beginning of the web page to a particular heading .
I want all text in that web page till that heading and nothing after that .
The code I'm trying to run (python 3) :
...ANSWER
Answered 2019-Oct-12 at 08:49You may try this.
Code
QUESTION
I am trying to scrape all text from a web page (using python) that comes after the first heading . The tag for that heading is :
Albert Einstein
I don't want any information before this heading . I want to scrape all text written after this heading . Can I use BeautifulSoup in python for this ?
I am running the following code : ` *
...ANSWER
Answered 2019-Oct-11 at 20:18First find h1 tag and then use find_next_siblings('div') and print the text value.
QUESTION
So I have this input file (no file extension):
...ANSWER
Answered 2017-May-10 at 12:55- your substring offsets don't match your sample data
- to check the offsets you should (at least) temporarily insert a
ruler - to fill a defined length string with spaces simply do
$spaces = " " * 21 - but as you were told better use a
-fformat string for output, see script. - instead of fiddling with two values and inserting a dot, simply get the whole range and divide by 100 (leading zeroes are ignored)
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