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I'm wondering if there is a way to load an object that was pickled in Python 2.4, with Python 3.4. I've been running 2to3 on a large amount of company legacy code to get it up to date. Having don...

Python3에서 Python2의 pickle을 불러 올 때, encoding='bytes'로 할 것. encoding='latin1'은 오류가 발생한다.

#Python #Pickle #Python3 #Python2 #encoding #UnicodeDecodeError

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TF version: 07bf1d3 PyTorch version: '0.2.0_4' (whatever is installed by default yesterday) Crashing code import torch import tensorflow Work-around import tensorflow import torch Stacktrace #0 ...

작년 말 원인을 알 수 없어서 한참을 삽질하다가 구글링해서 얻은 결과를 공유한다.

TensorFlow와 PyTorch의 import 순서가 맞지 않으면 오류가 발생한다고 한다.

해결 방법은 아래와 같이 tensorflow를 먼저 import하면 된다.

import tensorflow import torch

#TensorFlow #PyTorch #Python #import #오류 #순서문제

the bug is described at pytorch/examples#148. I just wonder if this is a bug in PyTorch itself, as the example code looks clean to me. Also, I wonder if this is related to #1120.

PyTorch의 DataLoader 내부에서 OpenCV를 사용할 때, multi-thread 문제로 인해 deadlock이 발생할 수 있는 듯 하다.

cv2.setNumThreads(0)로 해결이 되는 경우가 있다고 한다.

#PyTorch #DataLoader #OpenCV #Python #Multi-thread

The following code is working on a Galaxy Nexus, Samsung S3 and HTC One X but it crashes on a Samsung S3 Mini @Override public void surfaceChanged(SurfaceHolder holder, int format, int width, int ...

Git diff를 보다 예쁘게 보는 짧은 팁

#개발 블로그 #git #diff #diff-highlight

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docker-volume-sshfs - sshfs docker volume plugin

Requirement

Docker engine 1.3 or later

Usage

Create volume

docker volume create \ -d vieux/sshfs \ -o sshcmd=<root>: \ -o password=<password><volume_name>

Remove volume

docker volume rm <volume_name>

how to mount volume

docker run -it -v <volume_name>:<mount_location>

Issue

만약 docker 이미지에 /notebooks 디렉토리가 있을 경우, sshfs 볼륨은 해당 디렉토리에 마운트 되지 않음.

docker: Error response from daemon: chown /var/lib/docker/plugins/c2a5ea03351dede55cfa74b40c3624f40aa3c5636ba45949f1aaa4f25bd5c1ae/rootfs/mnt/volumes/9ab510575ad28357eaec47d1e034f325: permission denied.

#docker #sshfs #vieux/docker-volume-sshfs #volume

#docker #plugin #1.3 #sshfs #volume

삼성 갤럭시 S7에서 CaptureResult.CONTROL_AF_STATE가 항상CaptureResult.CONTROL_AF_STATE_INACTIVE로 나오는 문제

Github: onCaptureCompleted have never been called

SO: How to take a time until focus is being seting up on image and than take a picture?camera2API

Samsung GS7 unable to use manual focus to set CaptureRequest.LENS_FOCUS_DISTANCE Samsung Galaxy S7

결론

전면 카메라는 autofocus가 안됨

아래를 참고해서 수정

Front Camera in Camera2 not capturing image

#Android #Samsung #삼성 #Galaxy S7 #갤럭시 S7 #Camera2 API #CaptureResult.CONTROL_AF_STATE #CaptureResult.CONTROL_AF_STATE_INACTIVE

Opensource Person Re-id

https://github.com/Luigolas/PyReID

https://github.com/Cysu/Person-Reid

https://github.com/Cysu/dgd_person_reid

http://www.i.kyushu-u.ac.jp/~matsukawa/ReID.html

https://github.com/Xun-Yang/ReID_slef-training_TOMM2017

Activity(Event) Detection

Anticipating Accidents in Dashcam Videos

End-to-end Learning of Action Detection from Frame Glimpses in Videos

Temporal Activity Detection in Untrimmed Videos with Recurrent Neural Networks

ActivityNet Challenge

Temporal Segment Networks (TSN)

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Speaker Recognition

Look, Listen and Learn - A Multimodal LSTM for Speaker Identification

Tensorflow Speech Recognition

Caffe-Speaker-Recognition

#Speaker Recognition

한 번 matplotlib에서 한글을 해결하기 위한 이야기를 윈도우 환경에서 다루었었는데요.[바로가기] 윈도우랑 맥이랑 폰트설정만 바꿔주는 되는 거지만, 맥 초보분들을 위해 살짝 다루기로 했습니다. 맥에서도 matplotlib 한글 문제를 해결하는 방법^^ (뭐 그래봐야 한 줄 짜리 팁이지만 말이죠^^) import matplotlib.pyplot as plt from matplotlib import rc import seaborn as sns %matplotlib inline 뭐 당연한 이야기지만 ma..

#macOS #Matplotlib #Python #한글

Python Cheat Sheets

https://tensorflow.blog/2017/06/01/keras-cheat-sheet/

https://tensorflow.blog/2017/01/17/scikit-learn-pandas-cheat-sheet/

#Python #Keras #NumPy #Scikit-learn #Pandas #SciPy #Matplotlib

FaceNet alignment issues

https://github.com/davidsandberg/facenet/issues/93

https://github.com/davidsandberg/facenet/issues/49

#FaceNet #MTCNN #Alignment

Implementing custom TensorFlow op with gradient

https://gist.github.com/harpone/3453185b41d8d985356cbe5e57d67342#gistcomment-2070556

https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/ops/gradients_impl.py

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tensorflow-talk-debugging - 💬 Slides and supplementary codes for my talk 'Debugging Tips on TensorFlow' (2016)

#TensorFlow #Debugging #tfdbg #tf.Print

SIMD on TensorFlow for Windows

tensorflow_WIN_CPU_SIMD_OPTIONS 옵션을 사용하면 된다.

참고

/arch (x64)

#TensorFlow #SIMD #CPU #AVX #SSE #Intel #x64

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