Models
Florence-2 vs. YOLOv4 PyTorch

Florence-2 vs. YOLOv4 PyTorch

Both Florence 2 and YOLOv4 PyTorch are commonly used in computer vision projects. Below, we compare and contrast Florence 2 and YOLOv4 PyTorch.

Models

icon-model

Florence 2

Florence-2 is a lightweight vision-language model open-sourced by Microsoft under the MIT license.
icon-model

YOLOv4 PyTorch

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 PyTorch.
Model Type
Object Detection
--
Object Detection
--
Model Features
Item 1 Info
Item 2 Info
Architecture
--
YOLO
--
Frameworks
--
PyTorch
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
--
4.4k+
--
License
MIT
--
Apache-2.0
--
Training Notebook

Compare Florence 2 and YOLOv4 PyTorch with Autodistill

Models

Florence-2 vs. YOLOv4 PyTorch

.

Both

Florence 2

and

YOLOv4 PyTorch

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

Florence 2

and

YOLOv4 PyTorch
  Florence 2 YOLOv4 PyTorch
Date of Release Jun 19, 2024
Model Type Object Detection Object Detection
Architecture YOLO
GitHub Stars 4400

Florence 2

Florence-2 is a lightweight vision-language model open-sourced by Microsoft under the MIT license.

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

YOLOv4 PyTorch

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 PyTorch.

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