Models
MobileNet SSD v2 vs. OpenAI CLIP

MobileNet SSD v2 vs. OpenAI CLIP

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

Models

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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
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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
Model Type
Object Detection
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Classification
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Model Features
Item 1 Info
Item 2 Info
Architecture
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Frameworks
TensorFlow 1.5
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
81+
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21.4k+
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License
MIT
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MIT
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Training Notebook

Compare MobileNet SSD v2 and OpenAI CLIP with Autodistill

Models

MobileNet SSD v2 vs. OpenAI CLIP

.

Both

MobileNet SSD v2

and

OpenAI CLIP

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

MobileNet SSD v2

and

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

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

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

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