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tensorflow2-unet

  1. Image segmentation
  2. A tensorflow_2.0 implementation of U-Net.

Requirements:

  • Python >= 3.6
  • TensorFlow == 2.1.0
  • opencv-python == 4.1.0.25

Usage

  1. dataset_cell数据集下载地址：https://pan.baidu.com/s/1PfOMxGUwJhO-9p8yDsasag 提取码：nqhh
  2. dataset_sidewalk数据集下载地址：https://pan.baidu.com/s/1SZ42yGLNf2C9XUNUQkQCbw 提取码：ntyh
  3. dataset_trafficRoad数据集下载地址：https://pan.baidu.com/s/1mFFAx7dPcrdkXsbGQomGRg 提取码：20oh

Test

  1. 代码中 model = tf.keras.models.load_model('models/model-cell-0017-0.9356.h5')改成自己训练出来的模型名称。
  2. 代码中 model = tf.keras.models.load_model('models/model-sidewalk-0016-0.9945.h5')改成自己训练出来的模型名称。
  3. 代码中 model = tf.keras.models.load_model('models/model-trafficRoad-0017-0.9052.h5')改成自己训练出来的模型名称。

References

tensorflow2-unet's People

Contributors

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