Image-Retrieval-tf

• The leftmost is the query image. The remaining images are retrieved from gallery and ordered from left to right by similarity.

  • correct retrieval
  • incorrect retrieval.

• It might also be retrieved in the same category elaborately.

Feature

• multi gpu
• tta

TODO

• balanced sampling

dataset

• https://www.kaggle.com/c/imaterialist-challenge-furniture-2018
• download_images.py (about 20GB) from https://www.kaggle.com/aloisiodn/python-3-download-multi-proc-prog-bar-resume Or use datasets/download_images.py

References from

• https://arxiv.org/abs/1812.00442
• https://github.com/ace19-dev/mvcnn-tf
• https://github.com/kobiso/SENet-tensorflow-slim
• https://github.com/vonclites/checkmate/blob/master/checkmate.py
• https://github.com/tensorflow/models/blob/master/research/inception/inception/image_processing.py
• https://github.com/ildoonet/tf-mobilenet-v2
• http://openresearch.ai/t/nccl-efficient-tensorflow-multigpu-training/159