DeerWatch Computer Vision Project
Automatez
Updated 2 years ago
1.9k
views82
downloadsTags
Classes (29)
buck_front_eating
buck_front_standing
buck_front_walking
buck_rear_eating
buck_rear_running
buck_rear_standing
buck_side_eating
buck_side_running
buck_side_standing
buck_side_walking
doe_front_eating
doe_front_running
doe_front_standing
doe_rear_eating
doe_rear_standing
doe_rear_walking
doe_side_eating
doe_side_jumping
doe_side_laying
doe_side_running
doe_side_standing
doe_side_walking
fawn_front_standing
fawn_rear_running
fawn_rear_standing
fawn_side_eating
fawn_side_running
fawn_side_standing
fawn_side_walking
Metrics
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Description
Project Overview Creating a model to detect deer when driving down the road
Classes There are 3 categories used to create the class for each photo. Example: buck_front_standing
- Deer type - buck, doe, fawn; help model in case it improves results to distinguish between having antlers or not, having spots or not, etc
- View of deer - front, rear, side; not only to help the model identify a deer that looks different from different angles (2 legs from the front) but also in case long term there is usefulness in identifying that a deer is running towards the road or away from it
- Activity - standing, walking, running, eating; again, both to help the model but also for "threat" assessment as you drive and need to understand the current state of the deer
Status/Timeline Initial images loaded (c. 60) to experiment with. Hope to have a larger dataset by 2023
Contribution and Labeling Guidelines Any and all are welcome! We especially need deer in settings around roads.
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Cite This Project
LICENSE
CC BY 4.0 If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
deerwatch_dataset,
title = { DeerWatch Dataset },
type = { Open Source Dataset },
author = { Automatez },
howpublished = { \url{ https://universe.roboflow.com/automatez/deerwatch } },
url = { https://universe.roboflow.com/automatez/deerwatch },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { mar },
note = { visited on 2024-11-21 },
}