#image #cv #gui #computer-vision #gui-applications

app imspect

Explore features of images during debug session

1 unstable release

0.1.0 Nov 12, 2024

#2427 in Command line utilities

40 downloads per month

MIT license

38KB
664 lines

imspect

A small GUI application for feature engineering in computer vision projects.

  • Very useful in a debugger session.
  • Non-blocking. Executes in an independent process.
  • Lightweight, has zero dependencies.
  • Works only with numpy images with data type uint8 (common data type for OpenCV).
  • The command line executable accepts the classic image formats and additionally the .npy format (serialized numpy arrays).
  • Works with Python 3.8+.

Demo

imspect720.webm

Install

pip install imspect for Python devs

cargo install imspect for Rust devs (CLI only)

Usage

Python interpreter\debugger

from imspect import imspect
import numpy as np

# examples of acceptable images
img1 = np.empty((60, 100, 3), dtype=np.uint8)
img2 = np.zeros((60, 100), dtype=np.uint8) + 255

imspect(img1 , img2)

CLI

imspect path/to/image.png path/to/array.npy

Dependencies

~18–56MB
~1M SLoC