SpectrumCraft: Interactive Image Processing with Fourier Transforms

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:rainbow: SpectrumCraft: Visualize the Hidden World of Images

Dive into the fascinating realm of image processing with SpectrumCraft!

:dart: Purpose:

Transform complex Fourier Transform concepts into an interactive, visual experience.

:mag: Core Functionalities:

  • Image Upload: Any format, any complexity

  • Spectrum Visualization: See the “mathematical view” of images

  • Filter Playground: Experiment with spatial and frequency domain filters

  • Real-time Transformation: Watch your image evolve as you tweak parameters

  • Size Analysis: Understand how processing affects file sizes

:bulb: Perfect For:

  • Curious minds in signal processing

  • Visual learners tackling complex math

  • Budding data scientists and image analysts

  • Anyone who’s ever wondered, “How do computers see?”

:rocket: Why It Matters:

Bridge the gap between theory and practice. Turn abstract concepts into tangible, visual experiences.

:link: Experience It: https://spectrum-craft.streamlit.app/

Join us in exploring the hidden patterns within every pixel! Your feedback shapes the future of SpectrumCraft.

4 Likes
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Really cool demo, I remember making something similar in pyQt.
Suggestions :

  1. Use wide layout and larger room for image previews.
  2. To make it more interesting you can add animated video which will show the image in different intervals of band pass filters, like sliding from 0.0 to 1.0 with a band pass filter of width 0.2
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Hi @potbot_88 thanks for reviewing the application. I attached the demo where in the demo i have shown the things which you mentioned. Have you checked that??? Can you elaborate more if its not that?

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The app in the demo is not in the wide layout, the images are small and there is no animation, which are what I am suggesting you can do.

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@Jessica_Smith I’m requesting you to checkout this application and provide any valuable suggestions and feedback on it