Joseph Nelson

Thermal Dogs and People

Object Detection

Roboflow Universe Joseph Nelson Thermal Dogs and People
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Thermal Dogs and People Computer Vision Project

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Images

203 images
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About This Dataset

The Roboflow Thermal Dogs and People dataset is a collection of 203 thermal infrared images captured at various distances from people and dogs in a park and near a home. Some images are deliberately unannotated as they do not contain a person or dog (see the Dataset Health Check for more). Images were captured both portrait and landscape. (Roboflow auto-orient assures the annotations align regardless of the image orientation.)

Thermal images were captured using the Seek Compact XR Extra Range Thermal Imaging Camera for iPhone. The selected color palette is Spectra.

Example

This is an example image and annotation from the dataset: Man and Dog

Usage

Thermal images have a wide array of applications: monitoring machine performance, seeing in low light conditions, and adding another dimension to standard RGB scenarios. Infrared imaging is useful in security, wildlife detection,and hunting / outdoors recreation.

This dataset serves as a way to experiment with infrared images in Roboflow. (Or, you could build your own night time pet finder!)

Collecting Custom Data

Roboflow is happy to improve your operations with infrared imaging and computer vision. Services range from data collection to building automated monitoring systems leveraging computer vision. Reach out for more.

About Roboflow

Roboflow makes managing, preprocessing, augmenting, and versioning datasets for computer vision seamless. :fa-spacer: Developers reduce 50% of their boilerplate code when using Roboflow's workflow, save training time, and increase model reproducibility. :fa-spacer:

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Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            thermal-dogs-and-people_dataset,
                            title = { Thermal Dogs and People Dataset },
                            type = { Open Source Dataset },
                            author = { Joseph Nelson },
                            howpublished = { \url{ https://universe.roboflow.com/joseph-nelson/thermal-dogs-and-people } },
                            url = { https://universe.roboflow.com/joseph-nelson/thermal-dogs-and-people },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { dec },
                            note = { visited on 2024-04-26 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the Thermal Dogs and People project in your project.

Source

Joseph Nelson

Maintainer

Joseph Nelson

Last Updated

a year ago

Project Type

Object Detection

Subject

dogs-person

Views: 7803

Views in previous 30 days: 145

Downloads: 1501

Downloads in previous 30 days: 53

License

Public Domain

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