Models

EfficientNet vs. OpenAI CLIP

Both

EfficientNet

and

OpenAI CLIP

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

EfficientNet

and

OpenAI CLIP

.

  EfficientNet OpenAI CLIP
Date of Release May 28, 2019 Jan 05, 2021
Model Type Classification Classification
Architecture CNN
GitHub Stars 7200 11000

EfficientNet

EfficientNet is from a family of image classification models from GoogleAI that train comparatively quickly on small amounts of data, making the most of limited datasets.

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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