https://github.com/kth-vyu/traffic_sign_detection_yolov8s

Детект дорожных знаков с YOLOv8.
https://github.com/kth-vyu/traffic_sign_detection_yolov8s

python traffic-sign-classification yolov8

Last synced: 5 months ago
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Детект дорожных знаков с YOLOv8.

• Host: GitHub
• URL: https://github.com/kth-vyu/traffic_sign_detection_yolov8s
• Owner: kth-vyu
• Archived: true
• Created: 2023-08-10T07:12:58.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-08-12T20:04:55.000Z (about 2 years ago)
• Last Synced: 2025-03-25T06:32:03.844Z (7 months ago)
• Topics: python, traffic-sign-classification, yolov8
• Language: Python
• Homepage:
• Size: 28.8 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Обучение YOLOv8s на Google Colab: детектим дорожные знаки

## Info:

- Обучение: Google colab, T4 GPU

- Датасет:  [RTSD](https://www.kaggle.com/datasets/watchman/rtsd-dataset)

### Labels:

- #### Labels

![labels](https://github.com/E-Kozyreva/traffic_sign_detection/blob/main/labels/labels.jpg)

- #### Labels_correlogram

![labels_correlogram](https://github.com/E-Kozyreva/traffic_sign_detection/blob/main/labels/labels_correlogram.jpg)

## Results:

- #### Test 1

![test1](https://github.com/E-Kozyreva/traffic_sign_detection/blob/main/runs/detect/pre_test1/test1.jpg)

- #### Test 2

![test2](https://github.com/E-Kozyreva/traffic_sign_detection/blob/main/runs/detect/pre_test2/test2.jpg)

- #### Test 3

![test3](https://github.com/E-Kozyreva/traffic_sign_detection/blob/main/runs/detect/pre_test3/test3.jpg)