ImiTools

Boilerplate free Image toolkit for PyTorch notebooks. Make one-liners like this.

I.search_images("Cats & Dogs").show()
I.search_history().crop(224).pt()

I.download(some_image_urls).crop(224).show()
I.download(some_image_urls).to_dir("/path/to/images")

pytorch_images = I.from_dir("path/to/images").resize(256).pt()
images = I.wrap(pytorch_images ).crop(224)
images.show()

pil_images = images.pick(0, 3, 4).normalize().pil()

I.merge(images, pil_images, pytorch_images, pil_images[0]).resize(128).to_dir("thumbs")

• Play with the Tutorial: Colab, GitHub
• Watch the Tutorial

Why?

• Bring in images from all sources into a single place like PyTorch images, PIL images, Disk, or Internet
• Apply various transformations like crop, resize, normalization, etc
• Then output them as you like including displaying, PyTorch tensors, inline video, and to disk.
• Imagine all those things without some boilerplate free code and one-liners

Play with the Tutorial: Colab, GitHub

Installation

!rm -rf ./imitools && git clone https://github.com/GDi4K/imitools.git
!pip install -q duckduckgo_search

Usage

import imitools as I

Now you can use all the utility functions via the I global namespace.

Tutorials

For more usage, check the tutorial: Colab, GitHub

You can also look at the source code for more info.