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High-performance Vision library in Python. Scale your research, not boilerplate.

Home Page: https://caer.readthedocs.io

License: MIT License

Python 99.24% Shell 0.48% Makefile 0.28%
python vision artificial-intelligence machine-learning neural-network deep-learning gpu ai data-science image-processing

caer's People

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brccabral avatar dependabot[bot] avatar githubdragonfly avatar jasmcaus avatar roysti10 avatar thesekyi avatar

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caer's Issues

Add Type Annotations [OPEN FOR CONTRIBUTIONS]

There are quite a few functions in the repo that need to be annotated.
This issue will be left open for external contributions. If you wish to contribute, please submit a PR for the same!

Thanks!
-J

caer.preprocess_from_dir() Error: File "C:\Python38\lib\site-packages\caer\preprocess.py

Hi,
I am trying out your code for face recognition using Tensorflow's implementation of Keras. I am having an issue when creating the training data, with the following line:
"train = caer.preprocess_from_dir(...)"

As datasets, I have several folders with 10-16 images in each folder. And in the previous lines of code everything worked fine but when I am trying to train the images, it is processing only 3 images of the first folder (which contains 16 images). It is processing the last 3 images of the first folder, then it crashes.

The error is as follows:
File "C:\Python38\lib\site-packages\caer\preprocess.py", line 132, in preprocess_from_dir for image_path in img_list:
TypeError: 'NoneType' object is not iterable

Thanks

AttributeError: module 'caer' has no attribute 'normalize'

Hey sorry to bother again. I upgraded caer to 2.0.1
I proceeded but again
from tensorflow.keras.utils import to_categorical
--> featureSet = caer.normalize(featureSet)
labels = to_categorical(labels, len(characters))

the second line throws an error.
AttributeError: module 'caer' has no attribute 'normalize'

ModuleNotFoundError: No module named 'cv2.cv2'

import caer


ModuleNotFoundError Traceback (most recent call last)
in
----> 1 import caer

~/QWE/ASD/ZXC/FGH/VBN/caer/init.py in
70
71 # Preprocessing
---> 72 from .preprocess import (
73 preprocess_from_dir,
74 sep_train,

~/QWE/ASD/ZXC/FGH/VBN/caer/preprocess.py in
16
17 from .utilities import get_classes_from_dir, to_array
---> 18 from .io import imread
19 from .preprocessing import MeanProcess
20 from ._internal import _check_target_size, _check_mean_sub_values

~/QWE/ASD/ZXC/FGH/VBN/caer/io.py in
11
12
---> 13 import cv2 as cv
14 from urllib.request import urlopen
15

~/QWE/ASD/ZXC/FGH/VBN/cv2/init.py in
3 import sys
4
----> 5 from .cv2 import *
6 from .data import *
7

ModuleNotFoundError: No module named 'cv2.cv2'

imsave function does not return status

๐Ÿš€ caer,imsave

For your release, in caer.io.imsave function, you can see that the function does not return any status.

Motivation

See that opencv already return status, we can integrate the status with some personal control.

Screenshot from 2020-12-02 12-50-31

Updating Project Copyright

๐Ÿ“š Documentation

Hey I noticed that you all still have the copyright for the software set to 2020. Would it be okay for me to go into the codebase and update that for 2021 when you've confirmed that the copyright has been updated, assuming you haven't already done that yet.

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