Models

YOLOv7 vs. Faster R-CNN

Both

YOLOv7

and

Faster R-CNN

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

YOLOv7

and

Faster R-CNN

.

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

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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