Cars - Overhead View Computer Vision Project
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
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{
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 2024-03-28 },
}
Connect Your Model With Program Logic
Find utilities and guides to help you start using the Cars - Overhead View project in your project.