Models

OpenAI CLIP vs. YOLOv4 Tiny

Both

OpenAI CLIP

and

YOLOv4 Tiny

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

OpenAI CLIP

and

YOLOv4 Tiny

.

  OpenAI CLIP YOLOv4 Tiny
Date of Release Jan 05, 2021 Nov 09, 2020
Model Type Classification Object Detection
Architecture ResNet-D, YOLO
GitHub Stars 11000

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 Tiny

The tiny and fast version of YOLOv4 - good for training and deployment on limited compute resources, and getting a feel for your dataset

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

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