Models

Faster R-CNN vs. YOLOv4

Both

Faster R-CNN

and

YOLOv4 Darknet

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

Faster R-CNN

and

YOLOv4 Darknet

.

  Faster R-CNN YOLOv4 Darknet
Date of Release
Model Type Object Detection Object Detection
Architecture
GitHub Stars 7800 20100

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

YOLOv4 Darknet

YOLOv4 has emerged as the best real time object detection model. YOLOv4 carries forward many of the research contributions of the YOLO family of models along with new modeling and data augmentation techniques. This implementation is in Darknet.

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

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