Models

YOLOv4 vs. Faster R-CNN

Both

YOLOv4 Darknet

and

Faster R-CNN

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

YOLOv4 Darknet

and

Faster R-CNN

.

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

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

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

Deploy a computer vision model today

Join 250,000 developers curating high quality datasets and deploying better models with Roboflow.

Get started