Models
Florence-2 vs. SegFormer

Florence-2 vs. SegFormer

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

Models

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Florence 2

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

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Model Type
Object Detection
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Semantic Segmentation
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Model Features
Item 1 Info
Item 2 Info
Architecture
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Transformers
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Frameworks
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
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2.2k+
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License
MIT
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NVIDIA Source Code
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Training Notebook

Compare Florence 2 and SegFormer with Autodistill

Models

Florence-2 vs. SegFormer

.

Both

Florence 2

and

SegFormer

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

Florence 2

and

SegFormer
  Florence 2 SegFormer
Date of Release Jun 19, 2024 May 31, 2021
Model Type Object Detection Semantic Segmentation
Architecture Transformers
GitHub Stars 2200

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

SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.

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

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