Practical Deep Learning with PyTorch : PyTorch implementation for computer vision, NLP, audio, and language translation (English Edition)
Description: Deep learning is revolutionizing how we solve complex problems, and PyTorch has emerged as a leading framework for its ease of use and flexibility. This book is designed to bridge the gap between theory and practice, providing a hands-on approach to understanding deep learning with PyTo...
Kaydedildi:
| Yazar: | |
|---|---|
| Materyal Türü: | Livre numérique |
| Dil: | Anglais |
| Baskı/Yayın Bilgisi: |
New Delhi :
BPB Publications
2025.
Paris : Cyberlibris |
| Online Erişim: | Accès Université d'Orléans et IFPM |
| Not: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9789365897258.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Practical Deep Learning with PyTorch, PyTorch implementation for computer vision, NLP, audio, and language translation (English Edition), Deepak Gowda, New Delhi, BPB Publications, 2025, 1 vol. (384 p.), 978-93-6589-725-8 |
İçindekiler:
- 1. A Primer on Deep Learning
- 2. Getting PyTorch Setup and Running
- 3. Multi-object Detection
- 4. Image Labeling Using Transfer Learning
- 5. Harnessing Generative Adversarial Network for Data Augmentation
- 6. Building Text-to-speech Models
- 7. Converting Speech-to-text Using TorchAudio
- 8. Text Analysis, Categorization, and Language Translation
- 9. Text Summarization and Sentiment Analysis
- 10. Time Series Forecasting Using Deep Learning