Cars - Overhead View Computer Vision Project
Updated 2 years ago
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Background Information
This dataset was curated and annotated by Ishaan Singh, a high school student from India.
The original dataset (v1) is composed of 166 images of various cars present in a junkyard. Training Set: 116 images, Validation Set: 33 images, Testing Set: 17 images.
The dataset is available under the Public License.
Ishaan ultimately used this dataset to create a "Drone Surveillance" system to count the cars using YOLOv5 & Deep SORT (Simple Online and Realtime Tracking with a Deep Association Metric) for a contest organized by ComputerVisionZone.
Here is a video of his final submission for the contest: Video of Ishaan's Final Model
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.
Dataset Versions
Version 1 (v1) - 166 images
- Preprocessing: Auto-Orient and Resize (Stretch to 416x416)
- Augmentations: No augmentations applied
- Training Metrics: This version of the dataset was not trained
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Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.
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Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
cars---overhead-view_dataset,
title = { Cars - Overhead View Dataset },
type = { Open Source Dataset },
author = { Car Detection Overhead View },
howpublished = { \url{ https://universe.roboflow.com/car-detection-overhead-view/cars---overhead-view } },
url = { https://universe.roboflow.com/car-detection-overhead-view/cars---overhead-view },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { oct },
note = { visited on 2024-12-17 },
}