Models
YOLOv7 Instance Segmentation vs. YOLOv4 Tiny

YOLOv7 Instance Segmentation vs. YOLOv4 Tiny

Both YOLOv7 Instance Segmentation and YOLOv4 Tiny are commonly used in computer vision projects. Below, we compare and contrast YOLOv7 Instance Segmentation and YOLOv4 Tiny.

Models

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YOLOv7 Instance Segmentation

YOLOv7 Instance Segmentation lets you perform segmentation tasks with the YOLOv7 model.
Learn more about YOLOv7 Instance Segmentation
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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
Model Type
Instance Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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ResNet-D, YOLO
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Frameworks
PyTorch
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Darknet
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub
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View Repo
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View Repo
GitHub Stars
12.5k+
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License
GPL-3.0
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YOLO
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Paper
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View Paper
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View Paper
Training Notebook
Train on Colab
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Train on Colab
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Deploy Model
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Deploy with Roboflow
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Deploy with Roboflow
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Compare YOLOv7 Instance Segmentation and YOLOv4 Tiny with Autodistill

Models
YOLOv7 Instance Segmentation vs. YOLOv4 Tiny

YOLOv7 Instance Segmentation vs. YOLOv4 Tiny

.

Both

YOLOv7 Instance Segmentation

and

YOLOv4 Tiny

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

YOLOv7 Instance Segmentation

and

YOLOv4 Tiny
  YOLOv7 Instance Segmentation YOLOv4 Tiny
Date of Release Jul 06, 2022 Nov 09, 2020
Model Type Instance Segmentation Object Detection
Architecture YOLO ResNet-D, YOLO
GitHub Stars 12500

YOLOv7 Instance Segmentation

YOLOv7 Instance Segmentation lets you perform segmentation tasks with the YOLOv7 model.

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
Learn more about YOLOv7 Instance Segmentation
Learn more about YOLOv4 Tiny

Compare YOLOv7 Instance Segmentation to other models

MobileNet V2 Classification
MobileNet SSD v2
YOLOv3 Keras
YOLOv3 PyTorch
YOLOv4 PyTorch

Compare YOLOv4 Tiny to other models

GPT-4o
4M
Florence 2
YOLOv9
YOLOv10

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