Models

Scaled-YOLOv4 vs. OpenAI CLIP

Both

Scaled YOLOv4

and

OpenAI CLIP

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

Scaled YOLOv4

and

OpenAI CLIP

.

  Scaled YOLOv4 OpenAI CLIP
Date of Release Jan 05, 2021
Model Type Object Detection Classification
Architecture
GitHub Stars 2000 11000

Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.

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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