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N-A-I

Object Detection

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#-------------------N-A-I-------------------

📚 Naruto Artificial inteligence

NAI 45 imagens (Available for download and use)
NAI 156 imagens (Available for download and use)
NAI 845 imagens (train)
NAI 2k imagens (train)

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N-A-I 45 imagens
N-A-I 156 imagens
N-A-I 845 imagens
N-A-I 2k imagens

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N-A-I 2.228 imagens

N-A-I 845 imagens

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N-A-I 156 imagens

epochs: 20
metrics/mAP50-95(B): 0.16716
metrics/mAP50(B): 0.36526
metrics/precision(B): 0.3872
imgsz: 640px
batch: 1
Hardware for train: Quadro P600 2gb,16ram
time in training 5h
YOLOv8x Parameters 68 M
DOWNLOAD IN https://huggingface.co/ualerr/N-A-I/tree/main/naruto_v2

📚Example of 156 imagens

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📚Results

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📚Predict validation

input
output

input
output

N-A-I 45 imagens

epochs: 30
metrics/mAP50-95(B): 0.3861
metrics/mAP50(B): 0.62534
metrics/precision(B): 0.73028
imgsz: 640px
batch: 16
Hardware for train: 12cpu,16ram
time in training: unknow
YOLOv8n params: 3.2M
DOWNLOAD IN https://huggingface.co/ualerr/N-A-I/tree/main/naruto_v1

📚Example of 45 imagens

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📚Results

# #

📚Predict validation

input
output
input
output

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Object Detection

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Datasets used to train ualerr/N-A-I