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

Maintainer

car-detection-overhead-view

Last Updated

a month ago

Project Type

Object Detection

Subject

Cars

Classes

cars

License

Public Domain