Models
SegFormer vs. Faster R-CNN

SegFormer vs. Faster R-CNN

Both SegFormer and Faster R-CNN are commonly used in computer vision projects. Below, we compare and contrast SegFormer and Faster R-CNN.

Models

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SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Learn more about SegFormer
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Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.
Learn more about Faster R-CNN
Model Type
Semantic Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
Transformers
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Frameworks
PyTorch
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TensorFlow 1.5
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
2.2k+
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7.5k+
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License
NVIDIA Source Code
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MIT
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Training Notebook

Compare SegFormer and Faster R-CNN with Autodistill

Models

SegFormer vs. Faster R-CNN

.

Both

SegFormer

and

Faster R-CNN

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

SegFormer

and

Faster R-CNN
  SegFormer Faster R-CNN
Date of Release May 31, 2021
Model Type Semantic Segmentation Object Detection
Architecture Transformers
GitHub Stars 2200 7500

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

Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.

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

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