Models

Faster R-CNN vs. YOLOv7

Both

Faster R-CNN

and

YOLOv7

are commonly used in computer vision projects. Below, we compare and contrast

Faster R-CNN

and

YOLOv7

.

  Faster R-CNN YOLOv7
Date of Release Jul 06, 2022
Model Type Object Detection Object Detection
Architecture YOLO, CNN
GitHub Stars 7800 7300

Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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