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Augmently-1.0.9
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مشاهده بیشتر
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مشاهده بیشترتوضیحات
A library for Data Augmentation of images in computer vision.
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | Augmently-1.0.9 |
| نام | Augmently |
| نسخه کتابخانه | 1.0.9 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Nicolas Carmont |
| ایمیل نویسنده | nickcarmont8@gmail.com |
| آدرس صفحه اصلی | https://github.com/fitpic/Augmently |
| آدرس اینترنتی | https://pypi.org/project/Augmently/ |
| مجوز | MIT |
# 🖼️💥 Augmently :
An Open Source library for Data Augmentation for image classification.\
With Flips, Square crops and resiszing, and Salt and Pepper Noise.\
# 📁Note On Folder Format:
Currently the library works only for image grouped each in their own class folder.
#### For example:
──My_animal_images_folder
├── Dogs
│ ├── dog_img_1.jpg
│ ├── dog_img_2.jpg
│ ├── ...
│ └── dog_img_n.jpeg
├── Cats
├── ...
└── Elephants
# ⭐Start Using it:
Download the Augmently folder and place it in your project folder.
COPY PASTE the code below:
from Augmently.Augmently import create_resized_cropped_square_class_images, create_salt_and_pepper_class_images, create_salt_and_pepper_class_images
# 🤖 The Functions:
## 🔲 Crop to Square Size - create_resized_cropped_square_class_images()
### What it does:
Creates a new folder with your images both resized and cropped to the square image length of your choice
### Arguments:
image_data_path (String) , output_path (string), square_length (Number)
### Example Usage:
create_resized_cropped_square_class_images_in_new_folder("Desktop/image_folder", "Desktop/image_folder_square_resized_224pixels", 224 )
## 🧂Salt and Pepper Noise - create_salt_and_pepper_class_images()
### What it does:
Creates a new folder with your images with your desired amount of salt and pepper noise pixels added to your images
### Arguments:
image_data_path (String) , output_path (String) , noise_amount (Number)
### Example Usage:
create_salt_and_pepper_class_images_in_new_folder("Desktop/image_folder", "Desktop/image_folder_salt_pepper_0.05", 0.05 )
## ↔️ Flip images - create_flipped_class_images()
### What it does:
Creates a new folder with your images flipped
### Arguments:
image_data_path (String) , output_path (string)
### Example Usage:
create_flipped_class_images_in_new_folder("Desktop/image_folder", "Desktop/image_folder_flipped")
# 🔜 In Progress:
## 🔄 Square Cropped Rotations - create_rotated_class_images()
### What it does:
Creates a new folder with your images with your desired amount of maximum rotation to your images
### Arguments:
image_data_path (String) , output_path (String) , max_rotation (Number in degrees)
### Example Usage:
create_rotated_images_in_new_folder("Desktop/image_folder", "Desktop/image_folder_rotated_360", 360 )
## 🌈 Gaussian Noise - create_gaussian_noise_class_images()
### What it does:
Creates a new folder with your images with your desired amount of gaussian noise to your images
### Arguments:
image_data_path (String) , output_path (String) , amount_noise (Number)
### Example Usage:
create_gaussian_noise_images_in_new_folder("Desktop/image_folder", "Desktop/image_gaussian_0.05", 0.05 )
## ⬛ Add Occluding Black Squares - create_occluding_squares_class_images()
### What it does:
Creates a new folder with your images with your desired max size of occluding black squares to your images
### Arguments:
image_data_path (String) , output_path (String) , max_square_len (Number in px)
### Example Usage:
create_occluding_square_images_in_new_folder("Desktop/image_folder", "Desktop/image_black_square_20", 20 )
## 🔍 Random Resized Zooms - create_zoom_class_images()
### What it does:
Creates a new folder with your images with your desired max zoom (resized to original len) to your images
### Arguments:
image_data_path (String) , output_path (String) , max_zoom_square_len (Number in px)
### Example Usage:
create_zoomed_images_in_new_folder("Desktop/image_folder", "Desktop/image_zoom_120", 120 )
نحوه نصب
نصب پکیج whl Augmently-1.0.9:
pip install Augmently-1.0.9.whl
نصب پکیج tar.gz Augmently-1.0.9:
pip install Augmently-1.0.9.tar.gz