Models
Faster R-CNN vs. YOLOv4

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.

Models

icon-model

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.
icon-model

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.
Model Type
Object Detection
--
Object Detection
--
Model Features
Item 1 Info
Item 2 Info
Architecture
--
YOLO
--
Frameworks
TensorFlow 1.5
--
Darknet
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
7.5k+
--
--
License
MIT
--
YOLO
--
Training Notebook

Compare Faster R-CNN and YOLOv4 Darknet with Autodistill