Models
OpenAI CLIP vs. MobileNet SSD v2

OpenAI CLIP vs. MobileNet SSD v2

Both OpenAI CLIP and MobileNet SSD v2 are commonly used in computer vision projects. Below, we compare and contrast OpenAI CLIP and MobileNet SSD v2.

Models

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OpenAI CLIP

CLIP (Contrastive Language-Image Pre-Training) is an impressive multimodal zero-shot image classifier that achieves impressive results in a wide range of domains with no fine-tuning. It applies the recent advancements in large-scale transformers like GPT-3 to the vision arena.
Learn more about OpenAI CLIP
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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
Classification
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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 Stars
21.4k+
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81+
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License
MIT
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MIT
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Training Notebook

Compare OpenAI CLIP and MobileNet SSD v2 with Autodistill

Models

OpenAI CLIP vs. MobileNet SSD v2

.

Both

OpenAI CLIP

and

MobileNet SSD v2

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

OpenAI CLIP

and

MobileNet SSD v2
  OpenAI CLIP MobileNet SSD v2
Date of Release Jan 05, 2021 Jan 13, 2018
Model Type Classification Object Detection
Architecture
GitHub Stars 21400 81

OpenAI CLIP

CLIP (Contrastive Language-Image Pre-Training) is an impressive multimodal zero-shot image classifier that achieves impressive results in a wide range of domains with no fine-tuning. It applies the recent advancements in large-scale transformers like GPT-3 to the vision arena.

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

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.

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

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