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Models
Detectron2 vs. MobileNet SSD v2
Detectron2 vs. MobileNet SSD v2
Both Detectron2 and MobileNet SSD v2 are commonly used in computer vision projects. Below, we compare and contrast Detectron2 and MobileNet SSD v2.
Detectron2
MobileNet SSD v2
Models
Detectron2
Detectron2 is model zoo of it's own for computer vision models written in PyTorch.
Learn more about Detectron2
MobileNet SSD v2
This architecture provides good realtime results on limited compute. It's designed to run in realtime (30 frames per second) even on mobile devices.
Learn more about MobileNet SSD v2
Model Type
Object Detection
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
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Frameworks
PyTorch
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TensorFlow 1.5
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub
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View Repo
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View Repo
GitHub Stars
28.4k+
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81+
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License
Apache-2.0
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MIT
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Paper
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View Paper
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View Paper
Training Notebook
Train on Colab
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Train on Colab
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Deploy Model
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Deploy with Roboflow
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Deploy with Roboflow
Compare Alternatives
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Compare with...
MobileNet V2 Classification
MobileNet SSD v2
YOLOv3 Keras
YOLOv3 PyTorch
YOLOv4 PyTorch
YOLOv4 Darknet
YOLOv4 Tiny
ResNet 32
Scaled YOLOv4
YOLOR
YOLOS
YOLOX
Faster R-CNN
OpenAI CLIP
EfficientNet
Mask RCNN
SegFormer
MT-YOLOv6
YOLOv7
YOLOv5
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Compare with...
YOLOv8 Instance Segmentation
YOLOv8
YOLOv7 Instance Segmentation
OneFormer
YOLOv3 Keras
YOLOv3 PyTorch
YOLOv4 PyTorch
YOLOv4 Darknet
YOLOv4 Tiny
ResNet 32
Scaled YOLOv4
YOLOR
YOLOS
YOLOX
Faster R-CNN
OpenAI CLIP
Detectron2
EfficientNet
Mask RCNN
SegFormer
MT-YOLOv6
YOLOv7
YOLOv5
Compare Detectron2 and MobileNet SSD v2 with Autodistill