Both OpenAI CLIP and EfficientNet are commonly used in computer vision projects. Below, we compare and contrast OpenAI CLIP and EfficientNet.
Models
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.
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.
