#           N-A-I
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# 📚 Naruto Artificial inteligence
- NAI 45 imagens (Available for download and use)
- NAI 156 imagens (in-training)
- NAI 1k imagens (soon)

## index model

- [NAI 45 imagens](#NAI-45-imagens)
- [NAI 156 imagens](#NAI-156-imagens)
- [NAI 1k imagens](#NAI-1k-imagens)

## index dataset
- [1.000 imagens in resolution 1980x1080](#1k-dataset)
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# NAI 156 imagens
- time in training 5h
- YOLOv8x Parameters 68 M
- YOLOv8n params 3.2M	
- DOWNLOAD IN naruto_v2/best.pt OR https://huggingface.co/ualerr/N-A-I
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## 📚Example of 156 imagens
![Alt Text](naruto_v2/output_video.gif)
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## 📚Results
![Alt Text](naruto_v2/results.png)
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## 📚Predict validation
- input 
![Alt Text](naruto_v2/val_batch0_pred.jpg)
- output
![Alt Text](naruto_v2/val_batch0_labels.jpg)
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- input 
![Alt Text](naruto_v2/val_batch0_pred.jpg)
- output
![Alt Text](naruto_v2/val_batch0_labels.jpg)
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# NAI 45 imagens
- YOLOv8n params 3.2M	
- DOWNLOAD IN naruto_v1/best.pt OR naruto_v1/last.pt

## 📚Example of 45 imagens
![Alt Text](gif/output_video.gif)
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## 📚Results
![Alt Text](naruto_v1/results.png)
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## 📚Predict validation
- input 
![Alt Text](naruto_v1/val_batch0_pred.jpg)
- output
![Alt Text](naruto_v1/val_batch0_labels.jpg)

- input 
![Alt Text](naruto_v1/val_batch0_pred.jpg)
- output
![Alt Text](naruto_v1/val_batch0_labels.jpg)
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# NAI 1k imagens
- 1k imagens datasets
- https://huggingface.co/datasets/ualerr/data_naruto_frames_1k/

# 1k dataset
- 1k imagens datasets
- https://huggingface.co/datasets/ualerr/data_naruto_frames_1k/




- CREDITS:
- https://github.com/inteligenciamilgrau/treinando_yolov8


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license: mit
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