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 1900 11000

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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