Models

YOLOv5 vs. OpenAI CLIP

Both

YOLOv5

and

OpenAI CLIP

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

YOLOv5

and

OpenAI CLIP

.

  YOLOv5 OpenAI CLIP
Date of Release Jan 06, 2020 Jan 05, 2021
Model Type Object Detection Classification
Architecture CNN, YOLO
GitHub Stars 33200 11000

YOLOv5

A very fast and easy to use PyTorch model that achieves state of the art (or near state of the art) results.

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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