Clash of Clans Object Detection Dataset and Pre-Trained Model by Find This Base

Images

125 images

Explore Dataset

Background Information

This dataset was curated and annotated by Find This Base. A custom dataset composed of 16 classes from the popular mobile game, Clash of Clans.

Classes: Canon, WizzTower, Xbow, AD, Mortar, Inferno, Scattershot, AirSweeper, BombTower, ClanCastle, Eagle, KingPad, QueenPad, RcPad, TH13 and WardenPad.

Find This Base

How to Use Find This Base

The original custom dataset (v1) is composed of 125 annotated images.

The dataset is available under the CC BY 4.0 license.

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) - 125 images

Preprocessing - Auto-Orient and Resize: Fit (black edges) to 640x640
Augmentations - No augmentations applied
Training Metrics - Trained from Scratch (no checkpoint used) on Roboflow
- mAP = 83.1%, precision = 43.0%, recall = 99.1%

Version 4 (v4) - 301 images

Preprocessing - Auto-Orient and Resize: Fit (black edges) to 640x640
Augmentations - Mosaic
Generated Images - Outputs per training example: 3
Training Metrics - Trained from Scratch (no checkpoint used) on Roboflow
- mAP = %, precision = %, recall = %

Find This Base: Official Website | How to Use Find This Base | Discord | Patreon

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{
                            clash-of-clans-vop4y_dataset,
                            title = { Clash of Clans Dataset },
                            type = { Open Source Dataset },
                            author = { Find This Base },
                            howpublished = { \url{ https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y } },
                            url = { https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { feb },
                            note = { visited on 2024-04-16 },
                            }