Models
YOLOv4 Tiny vs. OpenAI CLIP

YOLOv4 Tiny vs. OpenAI CLIP

Both YOLOv4 Tiny and OpenAI CLIP are commonly used in computer vision projects. Below, we compare and contrast YOLOv4 Tiny and OpenAI CLIP.

Models

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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
Learn more about YOLOv4 Tiny
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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.
Learn more about OpenAI CLIP
Model Type
Object Detection
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Classification
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Model Features
Item 1 Info
Item 2 Info
Architecture
ResNet-D, YOLO
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Frameworks
Darknet
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
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21.4k+
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License
YOLO
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MIT
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Training Notebook

Compare YOLOv4 Tiny and OpenAI CLIP with Autodistill

Models

YOLOv4 Tiny vs. OpenAI CLIP

.

Both

YOLOv4 Tiny

and

OpenAI CLIP

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

YOLOv4 Tiny

and

OpenAI CLIP
  YOLOv4 Tiny OpenAI CLIP
Date of Release Nov 09, 2020 Jan 05, 2021
Model Type Object Detection Classification
Architecture ResNet-D, YOLO
GitHub Stars 21400

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

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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