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Import binary data such as images, audio in ready to feed format for ML models with just one line of code

Project description

BinaryPipe

binarypipe provides easy pipeline to use different binary format files in different Machine Larning models.

Installation

pip install binarypipe

ImagePipe

imagepipe provides utilities to use image datasets in ML models

  • import imagepipe
from binarypipe import imagepipe as ip
  • Load single image file
# Load image
img= ip.load("path/image.jpg")

# Load in certain size
img= ip.load("path/image.jpg", size= (400, 600))
  • Load all images of folder as dataset
X, y= ip.load_dataset("folder_path/", 0)
# X= (?, width, height, channel)
# y is label 
  • Load multiple class images
X, y= ip.load_datasets("folder_path/", )

Project details


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