CabbageJumble-aya

Introduction

Comedically inspired by the thought of paying with a wheelbarrow of coins, Cabbage Jumble-aya’s goal is to count the value of coins in a pile, given only an image.

Functionality and Limitations

Cabbage Jumble-aya counts coins given a picture

Major Roadblocks!

-[ ] Baseline segmenter breaks for touching coins/ coins partially outside view -[ ] Labelling areas and training data -[ ]

Work Plan, Deadlines, and Work Flow

Date	Yviel	David	James
2020 Nov 9	Baseline CNN, GUI to label	Finish segmentation baseline, break code into libraries	Label areas that are part of coins
2020 Nov 16	Modifying GUI to label value and Heads/Tails	Convert JSON to txt, clean up coding library	Labelling values/Heads/Tails

Baseline Model

Final Model

Example

Tools Used

• Bounding GUI: https://github.com/ece324-2020/CabbageJumble-aya/tree/main/Bound_Shape_GUI
• Labelling GUIS: https://github.com/ece324-2020/CabbageJumble-aya/tree/main/Classifier-GUI/src

Data Augmentation Techniques

Accuracy and Results

References and Acknowledgement

• Source Code 1: https://github.com/Tianxiaomo/pytorch-YOLOv4
• Source code 2: https://github.com/AlexeyAB/darknet
• Paper Yolo v4: https://arxiv.org/abs/2004.10934