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
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