https://github.com/sebrovater/imspect

Explore features of images during debug session
https://github.com/sebrovater/imspect

computer-vision cv egui feature-engineering images opencv python rust

Last synced: 28 days ago
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Explore features of images during debug session

• Host: GitHub
• URL: https://github.com/sebrovater/imspect
• Owner: SEBROVATER
• License: mit
• Created: 2023-06-18T12:57:39.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-11-12T10:40:47.000Z (about 2 months ago)
• Last Synced: 2024-12-12T11:47:58.711Z (28 days ago)
• Topics: computer-vision, cv, egui, feature-engineering, images, opencv, python, rust
• Language: Rust
• Homepage:
• Size: 77.1 KB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 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](https://github.com/user-attachments/assets/bc832470-941b-4e48-9f3d-e7039b3e998b)

## Install

`pip install imspect` for Python devs

`cargo install imspect` for Rust devs (CLI only)

## Usage

### Python interpreter\debugger

```Python

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`