Image augmeantation and preprocessing tool
Project description
Overview: PixelP (PixelProcessor) is an image augmentation and preprocessing package.This tool has 3 functions idg,create_gray_data and create_color_data
- 1.idg():Augments new images
- ArguementsData_path - Path to source folder
CATEGORIES - Name of folders inside parent source folder Data_out - Path to output folder rotrange - Rotation range varying from 0-360 wshift - Width shift 0-1 hshift - Height shift 0-1 srange - Shear Range 0-1 zoom - Zoom Range 0.1 hflip - horizontal flip TRUE or FALSE fill - Fill Mode ‘wrap’,’nearest’,’constant’,’reflect’
- create_gray_data():Turns image to grayscale and reshapes to user defined size
- ArguementsIMG_SIZE - no. of pixels (pixel x pixel)
training_data - empty list [] Data_train - Path to images CATEGORIES - Name of folders inside parent source folder
- create_color_data():reshapes to user defined size
- ArguementsIMG_SIZE - no. of pixels (pixel x pixel)
training_data - empty list [] Data_train - Path to images CATEGORIES - Name of folders inside parent source folder
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
File details
Details for the file PixelP-0.4.tar.gz.
File metadata
- Download URL: PixelP-0.4.tar.gz
- Upload date:
- Size: 2.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.2.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/50.3.0 requests-toolbelt/0.9.1 tqdm/4.42.1 CPython/3.7.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
e54ba3133be82445cec74458420e0c51b1fb307f678cd59b059f825e134b767f
|
|
| MD5 |
859ef472a346b5327fdfccac1f2e2de6
|
|
| BLAKE2b-256 |
dba7db8b2bbf6b0cb8f68aa267c24ec5f3ff8d0ec6483ee4a42554844fc2ae4b
|
