Command-line interface (CLI)#

detectree#

Detectree CLI.

detectree [OPTIONS] COMMAND [ARGS]...

Options

--version#: Show the version and exit.

predict-img#

Predict tree pixels in an image.

detectree predict-img [OPTIONS] IMG_FILEPATH

Options

--clf-filepath <clf_filepath>#

--tree-val <tree_val>#

--nontree-val <nontree_val>#

--refine#

--refine-beta <refine_beta>#

--refine-int-rescale <refine_int_rescale>#

--pixel-features-builder-kwargs <pixel_features_builder_kwargs>#

--output-filepath <output_filepath>#

Arguments

IMG_FILEPATH#: Required argument

predict-imgs#

Predict tree pixels in multiple images.

detectree predict-imgs [OPTIONS] SPLIT_FILEPATH

Options

--clf-filepath <clf_filepath>#

--clf-dir <clf_dir>#

--tree-val <tree_val>#

--nontree-val <nontree_val>#

--refine#

--refine-beta <refine_beta>#

--refine-int-rescale <refine_int_rescale>#

--pixel-features-builder-kwargs <pixel_features_builder_kwargs>#

--output-dir <output_dir>#

Arguments

SPLIT_FILEPATH#: Required argument

train-classifier#

Train a tree/non-tree pixel classifier.

detectree train-classifier [OPTIONS]

Options

--split-filepath <split_filepath>#

--response-img-dir <response_img_dir>#

--img-filepaths <img_filepaths>#

--response-img-filepaths <response_img_filepaths>#

--img-dir <img_dir>#

--img-filename-pattern <img_filename_pattern>#

--method <method>#

--img-cluster <img_cluster>#

--sigmas <sigmas>#

--num-orientations <num_orientations>#

--min-neighborhood-range <min_neighborhood_range>#

--num-neighborhoods <num_neighborhoods>#

--tree-val <tree_val>#

--nontree-val <nontree_val>#

--classifier-kwargs <classifier_kwargs>#

--output-filepath <output_filepath>#

train-classifiers#

Train tree/non-tree pixel classifier(s) for a given train/test split.

detectree train-classifiers [OPTIONS] SPLIT_FILEPATH RESPONSE_IMG_DIR

Options

--sigmas <sigmas>#

--num-orientations <num_orientations>#

--min-neighborhood-range <min_neighborhood_range>#

--num-neighborhoods <num_neighborhoods>#

--tree-val <tree_val>#

--nontree-val <nontree_val>#

--classifier-kwargs <classifier_kwargs>#

--output-dir <output_dir>#

Arguments

SPLIT_FILEPATH#: Required argument

RESPONSE_IMG_DIR#: Required argument

train-test-split#

Split the set of images into training and testing sets.

detectree train-test-split [OPTIONS]

Options

--img-filepaths <img_filepaths>#

--img-dir <img_dir>#

--img-filename-pattern <img_filename_pattern>#

--gabor-frequencies <gabor_frequencies>#

--gabor-num-orientations <gabor_num_orientations>#

--response-bins-per-axis <response_bins_per_axis>#

--num-color-bins <num_color_bins>#

--method <method>#

--num-components <num_components>#

--num-img-clusters <num_img_clusters>#

--train-prop <train_prop>#

--output-filepath <output_filepath>#