Research Advances in Intelligent Computing

17Weather ClassificationImage Embedding Using Convolutional Autoencoder and Predictive Analysis Based on Stacked Generalization

Anish Sudhir Ghiya, Vaibhav Vijay, Aditi Ranganath, Prateek Chaturvedi, and Sharmila Banu Kather

School of Computer Science and Engineering, VIT Vellore, Tamil Nadu, India

Balakrushna Tripathy

School of Information Technology and Engineering, VIT Vellore, Tamil Nadu, India

DOI: 10.1201/9781003320340-17

CONTENTS

• 17.1 Introduction

• 17.2 Related Work

• 17.3 Methodology

  • 17.3.1 Data Set

  • 17.3.2 Image Embeddings

  • 17.3.3 Transfer Learning

  • 17.3.4 Modelling

  • 17.3.5 Evaluation Metrics

• 17.4 Experimental Results and Discussion

• 17.5 Conclusion

• 17.6 Limitations and Future Work

• References

17.1 Introduction

Weather is an important ...