Machine Learning Model Object Detection Dataset and Pre-Trained Model by AI Project

Images

646 images

Explore Dataset

The purpose of this model is to identify Cervidae native to North Western America. The classes included are Elk/Wapiti (Cervus canadensis) Caribou/Reindeer (Rangifer tarandus) Moose (Alces alces) and Deer, which includes both Mule Deer (Odocoileus hemionus)and White-Tailed Deer (Odocoileus virginianus). These classes were chosen based on their overlap in habitat and common sightings in the defined region. This model is intended for those who work in conservation and tracking of these animals, as well as anybody who comes across these animals both in nature and in urban/suburban environments. This model can also be used to sift through large data sets of images from trail cameras, dash cameras, or home security systems in order to track the increasing overlaps between humans and these animals. All of the images used in training and testing the model were found using iNaturalist, this allowed for a wide variety of backgrounds and extraneous data to be covered in order to avoid biases. This model was created for a class assignment in AI and Natural History at St. Mary’s College of Maryland.

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{
                            machine-learning-model_dataset,
                            title = { Machine Learning Model Dataset },
                            type = { Open Source Dataset },
                            author = { AI Project },
                            howpublished = { \url{ https://universe.roboflow.com/ai-project-bxefq/machine-learning-model } },
                            url = { https://universe.roboflow.com/ai-project-bxefq/machine-learning-model },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { apr },
                            note = { visited on 2024-05-06 },
                            }