https://github.com/ambidextrous9/object-detection-fasterrcnn-and-yolov8-on-custom-dataset

Object Detection using FasterRCNN & YOLOv8
https://github.com/ambidextrous9/object-detection-fasterrcnn-and-yolov8-on-custom-dataset

Last synced: 7 months ago
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Object Detection using FasterRCNN & YOLOv8

• Host: GitHub
• URL: https://github.com/ambidextrous9/object-detection-fasterrcnn-and-yolov8-on-custom-dataset
• Owner: ambideXtrous9
• Created: 2023-11-26T13:07:20.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-01-14T17:27:47.000Z (over 1 year ago)
• Last Synced: 2025-01-11T21:32:57.751Z (9 months ago)
• Language: Jupyter Notebook
• Size: 1.22 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Object-Detection

Object Detection using FasterRCNN & YOLOv8

![image](https://github.com/ambideXtrous9/Object-Detection/assets/31372586/533f1170-1230-4946-89b8-92d1875b554f)

## Faster-RCNN

![image](https://github.com/ambideXtrous9/Object-Detection-FasterRCNN-using-Pytorch-Lightning/assets/31372586/c666b6e0-f96c-4b2f-a58e-7c3387e53f30)

## YOLOv8

![image](https://github.com/ambideXtrous9/Object-Detection-FasterRCNN-using-Pytorch-Lightning/assets/31372586/222e08da-7300-44d1-962c-38311c33498d)

![image](https://github.com/ambideXtrous9/Object-Detection-FasterRCNN-using-Pytorch-Lightning/assets/31372586/55e41ad8-2af6-4613-9072-184e6ba978c0)

## Useful Links :

[FasterRCNN Pytorch Lightning](https://www.kaggle.com/code/sanjayarvind/fasterrcnn-pytorch-lightning)

[Fine-tuning Faster-RCNN using pytorch](https://www.kaggle.com/code/yerramvarun/fine-tuning-faster-rcnn-using-pytorch)

[Faster RCNN](https://debuggercafe.com/a-simple-pipeline-to-train-pytorch-faster-rcnn-object-detection-model/)

[How to Train YOLO v5 on a Custom Dataset](https://blog.paperspace.com/train-yolov5-custom-data/)