Models

OneFormer vs. YOLOv4

Both

OneFormer

and

YOLOv4 Darknet

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

OneFormer

and

YOLOv4 Darknet

.

  OneFormer YOLOv4 Darknet
Date of Release Nov 10, 2022
Model Type Instance Segmentation Object Detection
Architecture Transformers
GitHub Stars 380 20100

OneFormer

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using transformers.

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

Deploy a computer vision model today

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

Get started