KwickClips Artificial Intelligence · 38 sec · free
How many inputs for a 100 x 100 grey image?
Short answer. 10,000.
What else is lost?
The pixel layout.
Too many inputs
| Image | Values |
|---|---|
| 100×100 grey | 10,000 |
| 100×100 colour | 30,000 |
Remember
| Too many weights |
| Pixel layout is lost |
A small photo breaks an ordinary neural network. Why? Every pixel is an input. A small grey image has ten thousand. In colour, thirty thousand, each needing weights. Too many weights. The layout is lost.
This clip is from the full lesson: Convolutional Neural Networks — 7 minutes, with the tables, the quick answers and the whole lesson in text.
Useful for: CBSE Class 10 Artificial Intelligence (417)
More KwickClips from this lesson
Disclaimer. KwickAcademy is free study material for general learning and revision. Parts of it, including the voice-over, are produced with the help of AI tools and may contain errors; if you spot one, please tell us and we will correct it. Syllabus, marks and exam details follow the latest official board publications available to us, and boards can change them at any time, so always confirm against your board's official website and your school. Using this material does not guarantee any marks or result. Board names and trademarks belong to their owners; Kwickprep is not affiliated with or endorsed by any examination board. We never ask for passwords, OTPs or ID numbers. Your progress is saved only in this browser. Full disclaimer · Privacy