Name		Name	Last commit message	Last commit date
Latest commit History 39 Commits
coarse_rules		coarse_rules
fine_old_rules		fine_old_rules
rf_xgb		rf_xgb
.gitignore		.gitignore
README.md		README.md
SLIC.py		SLIC.py
SLIC_merge_superpixels.py		SLIC_merge_superpixels.py
SLIC_merge_superpixels_parallel.py		SLIC_merge_superpixels_parallel.py
SLIC_new.py		SLIC_new.py
SLIC_new_cityscapes_training_server_1.py		SLIC_new_cityscapes_training_server_1.py
SLIC_new_cityscapes_training_server_parallel.py		SLIC_new_cityscapes_training_server_parallel.py
SLIC_new_cityscapes_training_server_parallel_spark.py		SLIC_new_cityscapes_training_server_parallel_spark.py
decision_tree_classifier_four_categories_traverse_calculate_purity_use_fine.py		decision_tree_classifier_four_categories_traverse_calculate_purity_use_fine.py
decision_tree_classifier_four_categories_traverse_parallel_spark_141516_use_fine.py		decision_tree_classifier_four_categories_traverse_parallel_spark_141516_use_fine.py
decision_tree_classifier_four_categories_traverse_parallel_spark_141516_use_fine_after_trimming.py		decision_tree_classifier_four_categories_traverse_parallel_spark_141516_use_fine_after_trimming.py
decision_tree_classifier_four_categories_traverse_parallel_spark_345_use_fine.py		decision_tree_classifier_four_categories_traverse_parallel_spark_345_use_fine.py
decision_tree_classifier_four_categories_traverse_parallel_spark_345_use_fine_after_trimming.py		decision_tree_classifier_four_categories_traverse_parallel_spark_345_use_fine_after_trimming.py
decision_tree_classifier_four_categories_traverse_parallel_spark_679_use_fine_after_trimming.py		decision_tree_classifier_four_categories_traverse_parallel_spark_679_use_fine_after_trimming.py
decision_tree_classifier_four_categories_traverse_pixel_level_hard_case.py		decision_tree_classifier_four_categories_traverse_pixel_level_hard_case.py
decision_tree_classifier_four_categories_traverse_pixel_level_use_fine_multiple_sets_rule.py		decision_tree_classifier_four_categories_traverse_pixel_level_use_fine_multiple_sets_rule.py
decision_tree_classifier_four_categories_traverse_pixel_level_use_fine_single_set_rule.py		decision_tree_classifier_four_categories_traverse_pixel_level_use_fine_single_set_rule.py

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SLIC_cityscapes

Pipeline:

1. Prepare folders (original image, ground truth, label map, etc.) Make sure they have same amount of files.
1. Go to SLIC_new_cityscapes_training_server_parallel_spark.py to run modified SLIC algorithm to run superpixels.
1. Go to SLIC_merge_superpixels_parallel.py to merge the superpixels obtained from 1, using connected components.
1. (Optional, for random forest of xgboost): Go to feature_extraction to extract features from the merged superpixels.
1. Run classifier at your choice.

wpqmanu/SLIC_cityscapes

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SLIC_cityscapes

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