Models
EfficientNet vs. OpenAI CLIP

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.

Models

icon-model

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.
Learn more about EfficientNet
icon-model

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
Classification
--
Classification
--
Model Features
Item 1 Info
Item 2 Info
Architecture
CNN
--
--
Frameworks
Keras
--
PyTorch
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
--
21.4k+
--
License
--
MIT
--
Training Notebook

Compare EfficientNet and OpenAI CLIP with Autodistill

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 21400

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

Deploy a computer vision model today

Join 250,000 developers curating high quality datasets and deploying better models with Roboflow.

Get started