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DeepVision

Computer Vision & Deep Learning · oral exam prep

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Module 1

Images as Data

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Two fast questions

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Labs

Mock oral exam

Ten minutes, one examiner

Start the clock and answer out loud first, then type what you said. Each answer is graded on the three beats: definition, mechanism, trade-off.

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Ex

Question 1

Cheat sheet

Everything on one page

The 3-beat oral answer

Examiners reward structure. Every answer, about 30 seconds:

1 · ClaimOne sentence: what it is or does. “Max pooling is a fixed downsampling operation.”

2 · MechanismHow it works: the math, the steps, the shapes. “It takes the max in each k×k window…”

3 · Trade-offWhen it fails or what it costs. “…which discards exact position, so U-Net needs skips.”

Formulas to know cold

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AI backend

Answers are graded by Gemini through your Render server. The free tier sleeps after 15 minutes idle, so the first request can take up to a minute. If the server can’t be reached, grading falls back to an offline keyword check.

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