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Update README in examples#870

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knorth55 wants to merge 79 commits intochainer:masterfrom

knorth55:update-readme

Commits on May 16, 2019

set fcis params in _models
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update train code for fcis params
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update eval_instance_segmentation
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split prepare_param and prepare_pretrained_model
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use preset_param for fcis default param
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use preset_param in examples/fcis
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use preset_param in eval_instance_segmentation
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refactor pretrained_model arg
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remove iter2 from fcis parameter
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add initialW as preset_param in fcis_resnet101
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remove iter2 from train scripts
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use preset_param in resnet
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fix typo in prepare_pretrained_model
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fix default iter2 value
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fix typo in prepare_param
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refactor prepare_param
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merge into one function

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update FCIS

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update examples

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update ResNet

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fix

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support python2
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update test_fcis to pass test
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use preset_params in vgg
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use preset_params in faster_rcnn_vgg
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support preset_params in test_faster_rcnn_vgg.py
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use preset_params for faster_rcnn examples
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use preset_params for ssd_vgg16
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use preset_params in ssd examples
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use preset_params in segnet
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use preset_params in segnet examples
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use preset_params in fpn for default param
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use preset_params in examples/fpn
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use preset_params in test_faster_rcnn_fpn_resnet
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use preset_params in yolo
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use preset_params in examples/yolo
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use preset_params in detection/eval_detection
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fix typo in test_faster_rcnn_fpn_resnet
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use preset_params in pspnet
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use preset_params in examples/pspnet
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fix test_yolo
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use preset_params in test_yolo_v2_tiny
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fix test_pspnet
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use preset_params in senet
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use preset_params in test_se_resnet
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use preset_params in resnet_tests
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use preset_params in fcis_tests
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use preset_params in deeplab
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use preset_params in deeplab_tests
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fix doc
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fix test_fcis_resnet101
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refactor eval_imagenet to use preset_params
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use preset_params in train_imagenet_multi
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use preset_params in deeplab demo.py
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add args.dataset in demo.py
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refactor ssd train example script
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fix typo in eval_imagenet
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refactor eval_imagenet
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use preset_params in eval_detection
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use preset_params in eval_instance_segmentation
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use preset_params in eval_semantic_segmentation
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use preset_params in test_vgg
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remove n_fg_class None check from Pretrained model tests
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fix typo in eval_semantic_segmentation_multi.py
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fix typo in faster_rcnn_fpn_resnet
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use VGG preset_params correctly
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use preset_params in vgg_tests
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copy param in tests
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fix typo in tests
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use params copy in examples
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use preset_params in model conversion scripts
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update detection/README.md
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update instance_segmentation/README.md
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update semantic_segmentation/README.md
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refactor instance_segmentation README
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fix typo in README.md
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update instance_segmentation/README.md
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fix typo in semantic_segmentation/README.md
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fix typo in instance_segmentation/README.md
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