https://github.com/aysilsimgekaracan/smart-shopping-cart-model

Custom Data Tranining using YOLOv5 with my own custom images for a Smart Shopping Cart System Project
https://github.com/aysilsimgekaracan/smart-shopping-cart-model

artificial-intelligence cnn custom-dataset image-classification model-creation object-detection yolo yolov5 yolov5s

Last synced: 3 months ago
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Custom Data Tranining using YOLOv5 with my own custom images for a Smart Shopping Cart System Project

• Host: GitHub
• URL: https://github.com/aysilsimgekaracan/smart-shopping-cart-model
• Owner: aysilsimgekaracan
• License: gpl-3.0
• Created: 2023-07-10T18:53:45.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-07-10T19:00:05.000Z (almost 2 years ago)
• Last Synced: 2025-01-22T05:41:19.607Z (4 months ago)
• Topics: artificial-intelligence, cnn, custom-dataset, image-classification, model-creation, object-detection, yolo, yolov5, yolov5s
• Language: Jupyter Notebook
• Homepage:
• Size: 7.7 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Smart-Shopping-Cart-System

![35e257ff-8a97-4c8c-b67b-59db735f939e](https://user-images.githubusercontent.com/43148881/232335658-89f123fa-f121-48d8-b907-2b35317804b7.jpg)

## Dataset



    



- 608 Images

- 870 Annotations

- 5 classes

![Screenshot from 2023-04-16 21-52-42](https://user-images.githubusercontent.com/43148881/232335227-cfdbf44b-177c-48df-a655-2954513606fa.png)

### Class Balance

![Screenshot from 2023-04-16 21-53-38](https://user-images.githubusercontent.com/43148881/232335290-27349a1c-c06c-49cd-b866-7c767cbe0ab7.png)

## Training

# Results

![e8a6da33-f9ab-44a2-9132-b850a87fb556](https://user-images.githubusercontent.com/43148881/232335582-d9075441-de4a-4657-8a34-16685ecf57ce.png)

![9d7bfa87-eef0-4929-aafc-712ef4de67e9](https://user-images.githubusercontent.com/43148881/232335604-f4b61346-c78f-43cc-8d58-a4d857dac6ea.png)

![5a862e0b-b837-444a-af83-c7e2cc37a524](https://user-images.githubusercontent.com/43148881/232335607-b1d23c9d-ddc2-4446-823f-8e3a8adc9350.png)

![e92aa632-7036-457f-ae8a-49e18a37862f](https://user-images.githubusercontent.com/43148881/232335608-046878df-9754-4058-a3a8-0113309e3bb0.png)

![35be5134-7ddb-4551-b518-108070ee6099](https://user-images.githubusercontent.com/43148881/232335613-60b9476c-ac79-483c-8074-041ef54efb96.png)

![83f27320-38de-48c1-b843-57821ed1ca1b](https://user-images.githubusercontent.com/43148881/232335576-e4e963af-3540-4074-a0c9-a7fe456bec52.png)