Compare commits

..
4 Commits
Author SHA1 Message Date
UnknownObject 5528cec244 EasyOCR模型文件 2023-12-07 20:03:07 +08:00
UnknownObject d13561c25f 去掉了main()中的train() 2023-12-07 19:04:57 +08:00
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
84 changed files with 4 additions and 6 deletions
Binary file not shown.

After

Width:  |  Height:  |  Size: 4.3 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 4.3 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.4 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 4.4 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 4.9 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 4.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 9.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 13 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 19 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 40 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 12 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 4.4 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.6 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 19 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 51 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 17 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.9 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 4.1 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 5.8 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.4 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.1 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.2 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 5.4 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 25 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.4 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.2 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.4 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.4 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.1 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.4 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 6.5 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.3 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.8 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 172 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 16 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 4.6 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.3 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 22 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.6 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 6.2 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.0 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 18 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 21 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.8 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 13 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.6 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 18 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 12 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.8 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 5.9 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 11 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.2 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 4.0 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 5.3 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 3.2 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 12 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 20 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 31 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 6.2 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 11 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 9.7 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 4.2 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 23 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 2.3 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 9.6 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 17 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 21 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 49 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 76 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 1.0 MiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 18 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 371 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 11 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 12 KiB

BIN
View File
Binary file not shown.
+4 -6
View File
@@ -34,7 +34,7 @@ def predict_image(image_path):
return pred_class, confidence return pred_class, confidence
def train(): def train():
data_path = Path('G:\\Users\\15819\\Desktop\\Images2') data_path = Path('G:\\Users\\15819\\Desktop\\TrainSet')
blocks = (ImageBlock, CategoryBlock) blocks = (ImageBlock, CategoryBlock)
batch_size = 32 batch_size = 32
dls = DataBlock( dls = DataBlock(
@@ -48,15 +48,13 @@ def train():
model = vision_learner(dls, resnet34, metrics=error_rate) 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.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(): def main():
train() image_path = 'G:\\Users\\15819\\Desktop\\TrainSet\\SmallCar\\京M88888.jpg'
image_path = 'G:\\Users\\15819\\Desktop\\Images2\\SmallCar\\京M88888.jpg'
pred_class, confidence = predict_image(image_path) pred_class, confidence = predict_image(image_path)
print(f"图片类别: {pred_class}, 置信度: {confidence}") print(f"图片类别: {pred_class}, 置信度: {confidence}")
if __name__ == '__main__': if __name__ == '__main__':
main() train()
BIN
View File
Binary file not shown.