pyphoon2
Getting Started
Installation
Quick Start and Reference Guide for Practical Usages
Example 1: Training a classifier based on image frames
Example 2: Training a classifier based on sequence data
Modules
Dataset Class
Sequence Class
Image Class
Dataset Utils
pyphoon2
Index
Index
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P
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__init__() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
(pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
(pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
A
add_track_data() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
ALL_DATA (pyphoon2.DigitalTyphoonUtils.LOAD_DATA attribute)
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[1]
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[2]
D
datetime() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
DAY (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
day() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
DigitalTyphoonDataset (class in pyphoon2.DigitalTyphoonDataset)
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[1]
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[2]
DigitalTyphoonImage (class in pyphoon2.DigitalTyphoonImage)
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[1]
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[2]
DigitalTyphoonSequence (class in pyphoon2.DigitalTyphoonSequence)
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[1]
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[2]
DIR30 (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
dir30() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
DIR50 (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
dir50() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
F
FILENAME (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
filepath() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
G
get_all_images_in_sequence() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_image_at_idx() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_image_at_idx_as_numpy() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_image_filepaths() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_image_from_idx() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
get_images_root_path() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_ith_sequence() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
get_nonempty_seasons() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
get_num_images() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_num_original_images() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_number_of_nonempty_sequences() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
get_number_of_sequences() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
get_seasons() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
get_seq_ids_from_season() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
get_seq_str_from_track_filename() (in module pyphoon2.DigitalTyphoonUtils)
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[1]
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[2]
get_sequence_ids() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
get_sequence_str() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_start_season() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_track_data() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
get_track_path() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
GRADE (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
grade() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
H
has_images() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
has_value() (pyphoon2.DigitalTyphoonUtils.LOAD_DATA class method)
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[1]
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[2]
(pyphoon2.DigitalTyphoonUtils.SPLIT_UNIT class method)
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[1]
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[2]
(pyphoon2.DigitalTyphoonUtils.TRACK_COLS class method)
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[1]
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[2]
HOUR (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
hour() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
I
IMAGE (pyphoon2.DigitalTyphoonUtils.SPLIT_UNIT attribute)
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[1]
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[2]
image() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
image_objects_from_season() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
image_objects_from_sequence() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
images_as_tensor() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
images_from_season() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
images_from_seasons() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
images_from_sequence() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
images_from_sequences() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
INTERPOLATED (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
interpolated() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
is_image_file() (in module pyphoon2.DigitalTyphoonUtils)
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[1]
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[2]
L
labels_as_tensor() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
LANDFALL (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
landfall() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
LAT (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
lat() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
LNG (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
LOAD_DATA (class in pyphoon2.DigitalTyphoonUtils)
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[1]
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[2]
long() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
LONG30 (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
long30() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
LONG50 (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
long50() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
M
MASK_1 (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
mask_1() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
MASK_1_PERCENT (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
mask_1_percent() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
module
pyphoon2
pyphoon2.DigitalTyphoonDataset
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[1]
,
[2]
pyphoon2.DigitalTyphoonImage
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[1]
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[2]
pyphoon2.DigitalTyphoonSequence
,
[1]
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[2]
pyphoon2.DigitalTyphoonUtils
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[1]
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[2]
MONTH (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
month() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
N
NO_DATA (pyphoon2.DigitalTyphoonUtils.LOAD_DATA attribute)
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[1]
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[2]
num_images_match_num_expected() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
O
ONLY_IMG (pyphoon2.DigitalTyphoonUtils.LOAD_DATA attribute)
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[1]
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[2]
ONLY_TRACK (pyphoon2.DigitalTyphoonUtils.LOAD_DATA attribute)
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[1]
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[2]
P
parse_image_filename() (in module pyphoon2.DigitalTyphoonUtils)
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[1]
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[2]
PRESSURE (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
pressure() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
process_metadata_file() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
process_seq_img_dir_into_sequence() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
process_track_data() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
pyphoon2
module
pyphoon2.DigitalTyphoonDataset
module
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[1]
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[2]
pyphoon2.DigitalTyphoonImage
module
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[1]
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[2]
pyphoon2.DigitalTyphoonSequence
module
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[1]
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[2]
pyphoon2.DigitalTyphoonUtils
module
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[1]
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[2]
R
random_split() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
return_all_images_in_sequence_as_np() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
S
SEASON (pyphoon2.DigitalTyphoonUtils.SPLIT_UNIT attribute)
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[1]
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[2]
seq_idx_to_total_image_idx() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
seq_indices_to_total_indices() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
SEQUENCE (pyphoon2.DigitalTyphoonUtils.SPLIT_UNIT attribute)
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[1]
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[2]
sequence_exists() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
sequence_id() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
set_image_data() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
set_images_root_path() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
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[1]
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[2]
set_label() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
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[1]
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[2]
set_track_data() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
set_track_path() (pyphoon2.DigitalTyphoonSequence.DigitalTyphoonSequence method)
,
[1]
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[2]
SHORT30 (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
short30() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
SHORT50 (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
short50() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
SPLIT_UNIT (class in pyphoon2.DigitalTyphoonUtils)
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[1]
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[2]
str_to_value() (pyphoon2.DigitalTyphoonUtils.TRACK_COLS class method)
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[1]
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[2]
T
total_image_idx_to_sequence_idx() (pyphoon2.DigitalTyphoonDataset.DigitalTyphoonDataset method)
,
[1]
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[2]
track_array() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
TRACK_COLS (class in pyphoon2.DigitalTyphoonUtils)
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[1]
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[2]
V
value_from_string() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
W
WIND (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
wind() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]
Y
YEAR (pyphoon2.DigitalTyphoonUtils.TRACK_COLS attribute)
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[1]
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[2]
year() (pyphoon2.DigitalTyphoonImage.DigitalTyphoonImage method)
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[1]
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[2]