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2 Commits
Author SHA1 Message Date
UnknownObject 77f0005b79 添加了训练集 2023-12-07 19:03:01 +08:00
UnknownObject 8f964a02a5 最终版本 2023-12-07 19:02:47 +08:00
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@@ -34,7 +34,7 @@ def predict_image(image_path):
return pred_class, confidence
def train():
data_path = Path('G:\\Users\\15819\\Desktop\\Images2')
data_path = Path('G:\\Users\\15819\\Desktop\\TrainSet')
blocks = (ImageBlock, CategoryBlock)
batch_size = 32
dls = DataBlock(
@@ -48,15 +48,15 @@ def train():
model = vision_learner(dls, resnet34, metrics=error_rate)
model.fine_tune(5, freeze_epochs=3) #5 - 训练的轮次, 3 - 冻结的轮次
model.export('G:\\Users\\15819\\Desktop\\model01.pkl')
model.export('G:\\Users\\15819\\Desktop\\model01.pkl') # M20.02.pkl
def main():
train()
image_path = 'G:\\Users\\15819\\Desktop\\Images2\\SmallCar\\京M88888.jpg'
image_path = 'G:\\Users\\15819\\Desktop\\TrainSet\\SmallCar\\京M88888.jpg'
pred_class, confidence = predict_image(image_path)
print(f"图片类别: {pred_class}, 置信度: {confidence}")
if __name__ == '__main__':
main()
train()