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 11000 1900

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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