Hands-on one-shot learning with Python : learn to implement fast and accurate deep learning models with fewer training samples using PyTorch
| 000 | 00000cam u2200205 a 4500 | |
| 001 | 000046087567 | |
| 005 | 20210728130030 | |
| 008 | 210727s2020 enka 001 0 eng d | |
| 020 | ▼a 9781838825461 (pbk.) | |
| 035 | ▼a (KERIS)BIB000015800584 | |
| 040 | ▼a 211062 ▼c 211062 ▼d 211009 | |
| 082 | 0 4 | ▼a 006.31 ▼2 23 |
| 084 | ▼a 006.31 ▼2 DDCK | |
| 090 | ▼a 006.31 ▼b J21h | |
| 100 | 1 | ▼a Jadon, Shruti. |
| 245 | 1 0 | ▼a Hands-on one-shot learning with Python : ▼b learn to implement fast and accurate deep learning models with fewer training samples using PyTorch / ▼c Shruti Jadon, Ankush Garg. |
| 246 | 3 0 | ▼a One-shot learning with Python |
| 260 | ▼a Birmingham : ▼b Packt Publishing, ▼c 2020. | |
| 300 | ▼a iii, 145 p. : ▼b ill. ; ▼c 24 cm. | |
| 500 | ▼a Includes index. | |
| 650 | 0 | ▼a Machine learning. |
| 650 | 0 | ▼a Computer vision. |
| 650 | 0 | ▼a Python (Computer program language). |
| 700 | 1 | ▼a Garg, Ankush. |
| 945 | ▼a KLPA |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 과학도서관/Sci-Info(2층서고)/ | 청구기호 006.31 J21h | 등록번호 121257823 (1회 대출) | 도서상태 대출가능 | 반납예정일 | 예약 | 서비스 |
컨텐츠정보
책소개
This book is a step by step guide to one-shot learning using Python-based libraries. It is designed to help you understand and design models that can learn information about your data from one, or only a few, training examples. You will also learn to apply these techniques with real-world examples and datasets for classification and regression.
정보제공 :
목차
Introduction to One-shot Learning Metrics-Based Methods Models-Based Methods Optimization-Based Methods Generative Modeling-Based Methods Conclusion and Other Approaches