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Pytorch-Image-Caption

Trianed with NVIDIA GPU P100

Data

  • COCO Dataset is used, check thier website for details Link
  • Training and Test data look like this:

Training

  • Transfer Learning is used with Resnet150 for extracting image features(Convolutional Neural Network) and Recurrent Neural Network using LSTM is used.

- We can see that model is actually learning! 😜

Testing

  • Prediction: Looks like my model is working well 😀

Conclusion

Overall, with this project, I cannot underestimate the power of deep learning again..

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Image Caption, Transfer learning, Pytorch

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