tfg

Data augmentation of ultrasound images

https://github.com/juanki0396/tfg

Science Score: 26.0%

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    Low similarity (1.7%) to scientific vocabulary

Keywords

deep-learning
Last synced: 6 months ago · JSON representation

Repository

Data augmentation of ultrasound images

Basic Info
  • Host: GitHub
  • Owner: Juanki0396
  • Language: Jupyter Notebook
  • Default Branch: main
  • Homepage:
  • Size: 75.4 MB
Statistics
  • Stars: 0
  • Watchers: 2
  • Forks: 0
  • Open Issues: 1
  • Releases: 0
Topics
deep-learning
Created about 4 years ago · Last pushed over 3 years ago
Metadata Files
Readme Citation

README.md

TFG in Deep Learning with Ultrasound Images

by Juan Carlos Aranda Huecas Tutor: Joaquín Lopez Herraiz

Data augmentation of ultrasound images using GANs.

References

@inproceedings{CycleGAN2017, title={Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks}, author={Zhu, Jun-Yan and Park, Taesung and Isola, Phillip and Efros, Alexei A}, booktitle={Computer Vision (ICCV), 2017 IEEE International Conference on}, year={2017} }

@inproceedings{isola2017image, title={Image-to-Image Translation with Conditional Adversarial Networks}, author={Isola, Phillip and Zhu, Jun-Yan and Zhou, Tinghui and Efros, Alexei A}, booktitle={Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on}, year={2017} }

Owner

  • Name: Juanki0396
  • Login: Juanki0396
  • Kind: user
  • Location: Spain

A humble boy exploring python.

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Dependencies

requirements.txt pypi
  • Pillow ==9.0.1
  • cycler ==0.11.0
  • fonttools ==4.29.1
  • kiwisolver ==1.3.2
  • matplotlib ==3.5.1
  • more-itertools ==8.13.0
  • numpy ==1.22.2
  • packaging ==21.3
  • pyparsing ==3.0.7
  • python-dateutil ==2.8.2
  • scipy ==1.8.0
  • six ==1.16.0
  • torch ==1.10.2
  • torchaudio ==0.10.2
  • torchvision ==0.11.3
  • tqdm ==4.62.3
  • typing-extensions ==4.1.1