Models

YOLOv8 vs. OpenAI CLIP

Both

YOLOv8

and

OpenAI CLIP

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

YOLOv8

and

OpenAI CLIP

.

  YOLOv8 OpenAI CLIP
Date of Release Jan 10, 2023 Jan 05, 2021
Model Type Object Detection Classification
Architecture YOLO, CNN
GitHub Stars 1200 11000

YOLOv8

YOLOv8 is a state-of-the-art object detection and image segmentation model created by Ultralytics, the developers of YOLOv5.

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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