YOLOv8 Instance Segmentation vs. MobileNet V2 Classification
Both
YOLOv8 Instance Segmentation
and
MobileNet V2 Classification
are commonly used in computer vision projects. Below, we compare and contrast
YOLOv8 Instance Segmentation
and
MobileNet V2 Classification
.
YOLOv8 Instance Segmentation
The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.
MobileNet V2 Classification
MobileNet is a GoogleAI model well-suited for on-device, real-time classification (distinct from MobileNetSSD, Single Shot Detector). This implementation leverages transfer learning from ImageNet to your dataset.
| |
YOLOv8 Instance Segmentation |
MobileNet V2 Classification |
| Date of Release |
Jan 10, 2023 |
|
| Community Status |
Active |
|
| Model Type |
Instance Segmentation |
Classification |
| Architecture |
|
|
| FPS |
|
|
| Framework Used |
PyTorch |
|
Compare YOLOv8 Instance Segmentation to other models
Compare MobileNet V2 Classification to other models
Deploy a computer vision model today
Join 100k developers curating high quality datasets and deploying better models with Roboflow.
Get started
