Rafael Toledo tldrafael
tldrafael
/ gist:5786628185d44f289257954bb2c32297
Created
January 8, 2025 21:40
Tensorboard-logdir script
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| echo -e "\n\n" | |
| TB_ARG='' | |
| i=1 | |
| for letter in {a..z}; do | |
| if [ $i -lt $(($#+1)) ]; then | |
| line="${letter}:${!i}" | |
| echo -e $line | |
| TB_ARG+="${line}/logs," |
tldrafael
/ standardize_zeropreffix.sh
Last active
September 15, 2022 10:46
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| $ for f in `ls *`; do nc=${#f}; nc2=$((10-$nc)); if [ $nc2 -gt 0 ]; then preffix=`printf '0%.0s' $(seq 1 $nc2)`; newf=$preffix$f; mv $f $newf; fi; done |
tldrafael
/ convert_masksize.txt
Created
March 23, 2022 18:29
Generic example to convert image mask size and keep only 0, 1 values
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| convert $f -interpolate nearest-neighbor -interpolative-resize 352x288! $newf |
tldrafael
/ findresolution.txt
Last active
March 23, 2022 18:24
Get all images' resolutions contained on a directory
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| for f in *; do file $f | sed 's/.*, \(.*\)x\(.*\),.*/\1x\2/'; done | sort | uniq -c |
tldrafael
/ runDocker_asLocalUser
Created
March 22, 2021 21:23
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| export UID=$(id -u) | |
| export GID=$(id -g) | |
| docker run --user $UID:$GID \ | |
| --workdir="/home/$USER" \ | |
| -v "/etc/group:/etc/group:ro" \ | |
| -v "/etc/passwd:/etc/passwd:ro" \ | |
| -v "/etc/shadow:/etc/shadow:ro" \ | |
| -it $DOCKER_IMAGE |
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| def parse_args(): | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument('-d', type=str, help='directory path', dest='dpath') | |
| parser.add_argument('-f', type=str, help='filepath', dest='fpath') | |
| return parser.parse_args() | |
| if __name__ == '__main__': | |
| args = parse_args() | |
| if not any([args.dpath, args.fpath]): |
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| # Code adapted from skimage | |
| # https://github.com/riaanvddool/scikits-image/blob/master/skimage/color/delta_e.py#L123 | |
| import numpy as np | |
| import tensorflow as tf | |
| def tf_deg2rad(deg): | |
| return (deg / 180) * np.pi | |
| def tf_rad2deg(rad): |
tldrafael
/ xgboost_fastsetup.py
Created
March 26, 2020 17:25
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| xgb_params = {'objective': 'multi:softmax', | |
| 'num_class': 19, | |
| 'tree_method': 'exact', | |
| # 'max_bin': 64, | |
| 'colsample_bytree': 0.75, | |
| 'subsample': 0.75, | |
| # 'lambda': 2, | |
| # 'alpha': 2, | |
| # 'min_child_weight': 10, | |
| # 'max_delta_step': 10, |
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| import traceback | |
| import sys | |
| try: | |
| pass | |
| except Exception as e: | |
| traceback_info = ''.join(traceback.format_exception(*sys.exc_info())) | |
| logger.info(traceback_info) |
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| import logging | |
| from logging.handlers import RotatingFileHandler | |
| import traceback | |
| logger = logging.getLogger() | |
| logger.setLevel(logging.DEBUG) | |
| handler = RotatingFileHandler('app.log', mode='a', maxBytes=50e6, backupCount=2) | |
| formatter = logging.Formatter('%(asctime)s,%(message)s', datefmt='%Y-%m-%d %H:%M:%S') | |
| handler.setFormatter(formatter) |
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