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Implemented the training and inference of several common deep learning model algorithms with tensorflow and pytorch.

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Deep Learning

Implemented the training and inference of several common deep learning model algorithms with tensorflow and pytorch.

Darknet

  • VOC to YOLOLabel

PyTorch

  • DenseNet
  • DenseNet121
  • DenseNet161
  • DenseNet169
  • DenseNet201
  • LeNet_5
  • MobileNet_v2
  • ResNet18
  • ResNet34
  • ResNet50
  • ResNet101
  • ResNet152
  • ShuffleNet_V2_X2_0
  • SqueezeNet1_1

TensorFlow

  • AlexNet_V2
  • Caltech_256
  • Inception_V3
  • LeNet_5
  • ResNet_V2
  • VGG16
  • VOC to TFRecord

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Implemented the training and inference of several common deep learning model algorithms with tensorflow and pytorch.

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