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Here are a few use cases for this project:
Traffic Management: The model could be used in traffic management systems to detect live objects and classify them for improved traffic data analysis. It could help monitor traffic, track vehicles types, and assist in planning and controlling traffic flow.
Road Anomaly Detection: The model could provide valuable insights related to road conditions by detecting damages to guide repair and maintenance. This could be instrumental in maintaining road infrastructure.
Autonomous Driving: Utilizing this model, autonomous vehicles could determine not just other vehicles in their vicinity, but also analyze conditions of the road to adopt best route or avoid potential accidents.
Safety and Monitoring: This model could also be used in surveillance systems for safety purposes, assisting in identifying classified objects that could pose threats or disruptions.
Smart Cities Planning: Urban planners could use the model's data on traffic patterns and road conditions to inform advanced city planning, especially in terms of transport routes and road improvements.
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License information was derived automatically
## Overview
VNLP Dataset YOLOv8 is a dataset for object detection tasks - it contains License Plate annotations for 194 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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License information was derived automatically
## Overview
YOLOv8 Parking Spot is a dataset for object detection tasks - it contains Empty Occupied annotations for 2,755 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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License information was derived automatically
## Overview
Roboflow In Roboflow is a dataset for instance segmentation tasks - it contains Nuclues annotations for 239 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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License information was derived automatically
## Overview
Garlic Detection Yolov8 is a dataset for object detection tasks - it contains Garlic annotations for 3,208 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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TwitterCC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
License information was derived automatically
## Overview
YOLOv8 Multi Detections is a dataset for object detection tasks - it contains Glands And Cells annotations for 229 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [Public Domain license](https://creativecommons.org/licenses/Public Domain).
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TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
## Overview
Hands On With YOLOv8 is a dataset for object detection tasks - it contains Planes annotations for 9,487 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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Twitter## Overview
Logistics is a dataset for object detection tasks - it contains Fin annotations for 104,784 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
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TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
## Overview
Pest Detection (YOLOv8) is a dataset for object detection tasks - it contains Pests annotations for 5,476 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
## Overview
NEW YOLOv8 Datasets is a dataset for object detection tasks - it contains Objects annotations for 5,526 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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License information was derived automatically
## Overview
Roboflow Dataset 10 is a dataset for instance segmentation tasks - it contains Exacvator J5Mq AMNe annotations for 3,747 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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License information was derived automatically
## Overview
Detection With Yolo V8 is a dataset for object detection tasks - it contains People annotations for 1,263 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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TwitterCC0 1.0 Universal Public Domain Dedicationhttps://creativecommons.org/publicdomain/zero/1.0/
License information was derived automatically
## Overview
Yolov8 Detection is a dataset for object detection tasks - it contains Objects annotations for 605 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [Public Domain license](https://creativecommons.org/licenses/Public Domain).
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TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
## Overview
Sign Language Detection Yolov8 is a dataset for object detection tasks - it contains BISINDO Sign Language annotations for 330 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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License information was derived automatically
## Overview
YoloV8 D2(Old) is a dataset for object detection tasks - it contains Healthbars annotations for 1,253 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
## Overview
Yolov8 Hand Training is a dataset for object detection tasks - it contains 3 annotations for 1,705 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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License information was derived automatically
## Overview
Improved Yolov8 Model is a dataset for object detection tasks - it contains Fire Smoke annotations for 9,869 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
## Overview
Face Detection Yolov8 is a dataset for object detection tasks - it contains Face 5z9q annotations for 1,285 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
## Overview
Face Detection With Yolov8 is a dataset for object detection tasks - it contains Face annotations for 3,479 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
## Overview
Shoes YoloV8 is a dataset for instance segmentation tasks - it contains Shoes annotations for 1,031 images.
## Getting Started
You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
## License
This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
Facebook
TwitterAttribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Here are a few use cases for this project:
Traffic Management: The model could be used in traffic management systems to detect live objects and classify them for improved traffic data analysis. It could help monitor traffic, track vehicles types, and assist in planning and controlling traffic flow.
Road Anomaly Detection: The model could provide valuable insights related to road conditions by detecting damages to guide repair and maintenance. This could be instrumental in maintaining road infrastructure.
Autonomous Driving: Utilizing this model, autonomous vehicles could determine not just other vehicles in their vicinity, but also analyze conditions of the road to adopt best route or avoid potential accidents.
Safety and Monitoring: This model could also be used in surveillance systems for safety purposes, assisting in identifying classified objects that could pose threats or disruptions.
Smart Cities Planning: Urban planners could use the model's data on traffic patterns and road conditions to inform advanced city planning, especially in terms of transport routes and road improvements.