-
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
-
It might also be retrieved in the same category elaborately.
- multi gpu
- tta
- balanced sampling
- 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
- 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