pyviewer 1.5.1

Interactyive python viewers

PyViewer

Pyviewer is a python library for easily visualizing NumPy arrays and PyTorch tensors.

Components

single_image_viewer.py

A viewer for showing single fullscreen images or line plots without other UI elements. Runs in a separate process and remains interactive even if the main process is suspended (e.g. in a debugger). Great for interactively looking at intermediate values of complex ML/CG/CV pipelines.

Usage:

from pyviewer import single_image_viewer as siv
siv.draw(img_chw=np.random.randn(3,64,64))
siv.plot(np.sin(2*np.pi*np.linspace(0, 1, 10_000)))

toolbar_viewer.py

A viewer that shows ImGui UI elemets on the left, and a large image on the right. Runs in the main process, but supports visualizing torch tensors directly from GPU memory (unlike single_image_viewer).

Other features

• Bundles a custom build of PyImGui with plotting support (via ImPlot)
• Dynamically rescalable user interface
• Window resizing to integer multiple of content resolution

Installation

pip install pyviewer

Usage

See examples/demo.py for a usage example.