머신러닝스터디/2016/2016 10 01

• transfer, image retraining, fine-tune
• 튜토리얼로 flower classification을 해 보자.
  • bazel build는 까다롭다.
  • tensorflow 0.10rc에서 예제 스크립트 실행 불가
  • tensorflow 0.11.0rc설치 후 실행 가능
  • 바이너리 링크 참고: https://github.com/tensorflow/tensorflow/blob/r0.11/tensorflow/g3doc/get_started/os_setup.md

# Ubuntu/Linux 64-bit, CPU only, Python 2.7
$ export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.11.0rc0-cp27-none-linux_x86_64.whl

# Ubuntu/Linux 64-bit
$ sudo apt-get install python-pip python-dev python-virtualenv

• docker

더보기

• https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/slim
• https://github.com/tensorflow/models/blob/master/slim/scripts/finetune_inception_v1_on_flowers.sh