Models

OpenAI CLIP vs. YOLOv4

Both

OpenAI CLIP

and

YOLOv4 Darknet

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

OpenAI CLIP

and

YOLOv4 Darknet

.

  OpenAI CLIP YOLOv4 Darknet
Date of Release Jan 05, 2021
Model Type Classification Object Detection
Architecture
GitHub Stars 11000 20100

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

YOLOv4 Darknet

YOLOv4 has emerged as the best real time object detection model. YOLOv4 carries forward many of the research contributions of the YOLO family of models along with new modeling and data augmentation techniques. This implementation is in Darknet.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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