Faster R-CNN
Faster R-CNN first finds places where objects might be, then checks those places carefully.
What it does
Faster R-CNN first finds places where objects might be, then checks those places carefully.
Region: A specific area of a photo • Proposal: An AI's guess
How it works
- Scan the image for possible object areas.
- Zoom in on each possible area.
- Decide what object is inside each area.
Uses & Applications
- A hospital tool can help point doctors to areas on medical scans.
- A warehouse camera can count boxes on shelves.
- A wildlife camera can find animals in photos.
In short
It is slower than YOLO but can be more careful.
Try it yourself
Find a shape, then name it
First find possible shape areas. Then look closely at each area to guess circle or square.
Your turn
Change one setting at a time. Reset example puts everything back.
Inspect regions before classification
Step 1Why this happens