KwickClips Artificial Intelligence · 43 sec · free
Why does the same face fail in the dark?
Short answer. Dim light changes every pixel value.
How do you reduce bias?
Train with diverse data.
Why seeing is hard
| Problem | Effect |
|---|---|
| Lighting | pixels change |
| Angle | shape changes |
| Bias | unfair errors |
Remember
| Light and angle change pixels |
| Diverse data reduces bias |
Same face, same phone. Why does it fail in the dark? Three reasons. Dim light changes every pixel. A side angle changes shape. Biased data causes more errors for some groups. Light and angle change pixels. Diverse data reduces bias.
This clip is from the full lesson: Computer Vision: Applications, Challenges and the Future — 7 minutes, with the tables, the quick answers and the whole lesson in text.
Useful for: CBSE Class 12 Artificial Intelligence (843), CBSE Class 12 Artificial Intelligence (843), CBSE Class 12 Artificial Intelligence (843)
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