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YOLOv8 Instance Segmentation vs. YOLOv4 Tiny

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YOLOv8 Instance Segmentation vs. YOLOv4 Tiny

Both

YOLOv8 Instance Segmentation

and

YOLOv4 Tiny

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

YOLOv8 Instance Segmentation

and

YOLOv4 Tiny

.

  YOLOv8 Instance Segmentation YOLOv4 Tiny
Date of Release Jan 10, 2023 Nov 09, 2020
Model Type Instance Segmentation Object Detection
Architecture ResNet-D, YOLO
GitHub Stars 1200

YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.

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

YOLOv4 Tiny

The tiny and fast version of YOLOv4 - good for training and deployment on limited compute resources, and getting a feel for your dataset

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix
Learn more about YOLOv4 Tiny

Compare YOLOv8 Instance Segmentation to other models

MobileNet V2 Classification
MobileNet SSD v2
YOLOv3 Keras
YOLOv3 PyTorch
YOLOv4 PyTorch

Compare YOLOv4 Tiny to other models

YOLOv8 Instance Segmentation
YOLOv8
YOLOv7 Instance Segmentation
OneFormer
MobileNet V2 Classification

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