Image-Retrieval-tf
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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.
- correct retrieval
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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