From 18fac3b1e6a03fc505bcab37512c153f501ffffd Mon Sep 17 00:00:00 2001 From: saeranv Date: Sun, 25 Apr 2021 19:28:45 -0400 Subject: [PATCH] feat(chore): Change train_test to ghout dir, add ghout to .gitignore' --- .gitignore | 1 + data/gh/bem_simulate_2.gh | Bin 118415 -> 136702 bytes data/gh/cam_rh.3dm.rhl | 3 - .../in_data/construction_east.jpg | Bin .../in_data/construction_north.jpg | Bin .../in_data/construction_south.jpg | Bin .../in_data/construction_west.jpg | Bin 0 -> 3210 bytes .../floorplan_1235/in_data/depth_east.jpg | Bin .../floorplan_1235/in_data/depth_north.jpg | Bin .../floorplan_1235/in_data/depth_south.jpg | Bin .../floorplan_1235/in_data/depth_west.jpg | Bin .../floorplan_1235/out_label/solar_east.jpg | Bin .../floorplan_1235/out_label/solar_north.jpg | Bin .../floorplan_1235/out_label/solar_south.jpg | Bin .../floorplan_1235/out_label/solar_west.jpg | Bin .../in_data/construction_east.jpg | Bin .../in_data/construction_north.jpg | Bin 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.../floorplan_1683/out_label/solar_south.jpg | Bin .../floorplan_1683/out_label/solar_west.jpg | Bin .../in_data/construction_west.jpg | Bin 14561 -> 0 bytes deeprad/image2vec.py | 103 +--------------- deeprad/preprocess_traintest.py | 51 ++++++++ deeprad/utils.py | 114 ++++++++++++++++++ 128 files changed, 169 insertions(+), 103 deletions(-) delete mode 100644 data/gh/cam_rh.3dm.rhl rename data/{train_test => ghout}/floorplan_1235/in_data/construction_east.jpg (100%) rename data/{train_test => ghout}/floorplan_1235/in_data/construction_north.jpg (100%) rename data/{train_test => ghout}/floorplan_1235/in_data/construction_south.jpg (100%) create mode 100644 data/ghout/floorplan_1235/in_data/construction_west.jpg rename data/{train_test => ghout}/floorplan_1235/in_data/depth_east.jpg (100%) rename data/{train_test => ghout}/floorplan_1235/in_data/depth_north.jpg (100%) rename data/{train_test => ghout}/floorplan_1235/in_data/depth_south.jpg (100%) rename data/{train_test => 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ghout}/floorplan_1683/in_data/depth_west.jpg (100%) rename data/{train_test => ghout}/floorplan_1683/in_data/mat_sol_trans_north.jpg (100%) rename data/{train_test => ghout}/floorplan_1683/out_label/solar_east.jpg (100%) rename data/{train_test => ghout}/floorplan_1683/out_label/solar_north.jpg (100%) rename data/{train_test => ghout}/floorplan_1683/out_label/solar_south.jpg (100%) rename data/{train_test => ghout}/floorplan_1683/out_label/solar_west.jpg (100%) delete mode 100644 data/train_test/floorplan_1235/in_data/construction_west.jpg create mode 100644 deeprad/preprocess_traintest.py create mode 100644 deeprad/utils.py diff --git a/.gitignore b/.gitignore index 3c02d712..994eca02 100644 --- a/.gitignore +++ b/.gitignore @@ -131,6 +131,7 @@ dmypy.json # Honeybee/Ladybug data /run /models +/ghout *.sql diff --git a/data/gh/bem_simulate_2.gh b/data/gh/bem_simulate_2.gh index 4a2633a48876e2976d8a6565d6c7d49acec33b3d..c635fb9f928cd07f173ec3e15d3d29259da65de0 100644 GIT binary patch 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DEEPRAD_MODELS_DIR def viz_poly_sh_arr(poly_sh_arr, a=None, scale=1, iter=False, **kwargs): @@ -63,28 +62,6 @@ def viz_ortho_snap_grid(x_means: np.ndarray, y_means: np.ndarray, ax: Axes, colo return ax -def to_poly_sh(xy_arr): - """Shapely polygon from list of two arrays of x, y coordinates. - - Args: - xy_arr: [x_arr, y_arr] - Example: - to_poly_sh(to_poly_np(poly_sh)) - to_poly_np(to_poly_sh(poly_np)) - """ - return geom.Polygon([(x, y) for x, y in zip(*xy_arr)]) - - -def to_poly_np(poly_sh): - """Two arrays of x, y coordinates from shapely polygon. - - Example: - to_poly_sh(to_poly_np(poly_sh)) - to_poly_np(to_poly_sh(poly_np)) - """ - return np.array(poly_sh.exterior.xy) - - def rooms_equal_color_mapping(_rooms: np.ndarray) -> np.ndarray: """Replace class indices with equally spaced intervals from 0-255 for thresholding. @@ -420,79 +397,6 @@ def _get_cluster_coord_fx(polyc): return _get_cluster_coord_fx -def extract_floorplan_ids(data_num): - """Safely extract root model directories for polygon extraction.""" - - # Load all model directories - floorplan_id_arr = os.listdir(DEEPRAD_DATA_DIR) - n_ids = len(floorplan_id_arr) - - if n_ids == 0: - raise Exception('No image files. Add images and try again.') - - if data_num > n_ids: - print('Note: data_num {} is too high. Resetting to n_ids {}.'.format( - data_num, n_ids)) - data_num = n_ids - - return data_num, floorplan_id_arr - - -def load_json(json_fpath): - with open(json_fpath, 'r') as fp: - val_dict = json.load(fp) - - return val_dict - - -def load_floorplan_data(targ_id_dirs, data_num): - """Load floorplan data.""" - - src_img_arr = [0] * data_num - label_img_arr = [0] * data_num - hdict_arr = [0] * data_num - targ_id_dir_arr = [0] * data_num - - i = -1 - idx = -1 - total_i = 0 - null_lst = [] - - while (idx + 1) < data_num: - i += 1 - targ_id_dir = os.path.join( - DEEPRAD_DATA_DIR, targ_id_dirs[i], 'data') - targ_src_fpath = os.path.join(targ_id_dir, 'src.jpg') - targ_label_fpath = os.path.join(targ_id_dir, 'label.jpg') - targ_json_fpath = os.path.join(targ_id_dir, 'door_vecs.json') - - hdict = load_json(targ_json_fpath) - - if hdict['scale'] < 0.4: - print('Skip {} b/c scale at {}. Total skipped={}.'.format( - targ_id_dirs[i], hdict['scale'], total_i)) - total_i += 1 - continue - - idx += 1 - hdict_arr[idx] = hdict - src_img_arr[idx] = cv2.imread(targ_src_fpath, cv2.COLOR_BGR2RGB) - label_img_arr[idx] = cv2.imread(targ_label_fpath, cv2.IMREAD_GRAYSCALE) - targ_id_dir_arr[idx] = targ_id_dir - null_lst.append(targ_id_dirs[i] + '\n') - - # Write to null list - null_fpath = os.path.join(DEEPRAD_DATA_DIR, '_null.txt') - with open(null_fpath, 'w') as fp: - #[fp.writeline(null_) for null_ in null_lst] - fp.writelines(null_lst) - return hdict_arr, src_img_arr, label_img_arr, targ_id_dir_arr - - -def make_dir_safely(dest_dir): - Path(dest_dir).mkdir(parents=True, exist_ok=True) - - def main(data_num): """Generate data_num amount of floorplan polygon vectors.""" @@ -617,7 +521,6 @@ def _clean_poly_sh(p): return clean_poly_sh(p, beps, stol, dpct) # ------------------------------------------------------------- # Compute gaussian mixture models # ------------------------------------------------------------- - random_seed = 111 poly_sh_arr = [copy(p) for p in _poly_sh_arr] diff --git a/deeprad/preprocess_traintest.py b/deeprad/preprocess_traintest.py new file mode 100644 index 00000000..6c044710 --- /dev/null +++ b/deeprad/preprocess_traintest.py @@ -0,0 +1,51 @@ +"""Preprocess raw outputs from GH for train/test dataset.""" +import os +import numpy as np + +import cv2 + +import deeprad.utils as utils +import deeprad.image2vec as i2v + +DEEPRAD_GHOUT_DIR = utils.DEEPRAD_GHOUT_DIR +DEEPRAD_TRAINTEST_DIR = utils.DEEPRAD_TRAINTEST_DIR + + +def load_img_gray(img_fpath): + return cv2.imread(img_fpath, cv2.) + + +def preprocess_img(img_fpath): + pass + + +def main(): + """Preproces main.""" + + # load all directories in train/test + data_num, floorplan_ids = \ + utils.extract_floorplan_ids(1e6, DEEPRAD_TRAINTEST_DIR, verbose=False) + + # for i, floorplan_id in enumerate(floorplan_ids): + i = 0 + floorplan_id = floorplan_ids[0] + + in_dir = os.path.join(DEEPRAD_GHOUT_DIR, floorplan_id, 'in_data') + out_dir = os.path.join(DEEPRAD_GHOUT_DIR, floorplan_id, 'out_label') + + # Preprocess labels + label_fpaths = [os.path.join(out_dir, out) for out in os.listdir(out_dir)] + label_imgs = [preprocess_img(fpath) for fpath in label_fpaths] + #[save_img(img) for img in label_imgs] + + # Preprocess input images + # add as channels + + # save new images + # delete all raw images + + pass + + +if __name__ == "__main__": + main() diff --git a/deeprad/utils.py b/deeprad/utils.py new file mode 100644 index 00000000..45e9d1f3 --- /dev/null +++ b/deeprad/utils.py @@ -0,0 +1,114 @@ +"""Utility functions for deeprad.""" +import sys +import os +import json +from pathlib import Path +import matplotlib.pyplot as plt +import numpy as np + +# Path to all models in deep_rad +DEEPRAD_MODELS_DIR = os.path.abspath(os.path.join( + os.getcwd(), '..', 'deeprad/data/models/')) +DEEPRAD_GHOUT_DIR = os.path.abspath(os.path.join( + os.getcwd(), '..', 'deeprad/data/ghout/')) +DEEPRAD_TRAINTEST_DIR = os.path.abspath(os.path.join( + os.getcwd(), '..', 'deeprad/data/traintest/')) + + +def to_poly_sh(xy_arr): + """Shapely polygon from list of two arrays of x, y coordinates. + + Args: + xy_arr: [x_arr, y_arr] + Example: + to_poly_sh(to_poly_np(poly_sh)) + to_poly_np(to_poly_sh(poly_np)) + """ + return geom.Polygon([(x, y) for x, y in zip(*xy_arr)]) + + +def to_poly_np(poly_sh): + """Two arrays of x, y coordinates from shapely polygon. + + Example: + to_poly_sh(to_poly_np(poly_sh)) + to_poly_np(to_poly_sh(poly_np)) + """ + return np.array(poly_sh.exterior.xy) + + +def extract_floorplan_ids(data_num, target_data_dir=None, verbose=True): + """Safely extract root model directories for polygon extraction.""" + + if target_data_dir is None: + target_data_dir = DEEPRAD_MODELS_DIR + + # Load all model directories + floorplan_id_arr = os.listdir(target_data_dir) + n_ids = len(floorplan_id_arr) + + if n_ids == 0: + raise Exception('No image files. Add images and try again.') + + if data_num > n_ids: + if verbose: + print('Note: data_num {} is too high. Resetting to n_ids {}.'.format( + data_num, n_ids)) + data_num = n_ids + + return data_num, floorplan_id_arr + + +def load_json(json_fpath): + with open(json_fpath, 'r') as fp: + val_dict = json.load(fp) + + return val_dict + + +def load_floorplan_data(targ_id_dirs, data_num): + """Load floorplan data.""" + + src_img_arr = [0] * data_num + label_img_arr = [0] * data_num + hdict_arr = [0] * data_num + targ_id_dir_arr = [0] * data_num + + i = -1 + idx = -1 + total_i = 0 + null_lst = [] + + while (idx + 1) < data_num: + i += 1 + targ_id_dir = os.path.join( + DEEPRAD_MODELS_DIR, targ_id_dirs[i], 'data') + targ_src_fpath = os.path.join(targ_id_dir, 'src.jpg') + targ_label_fpath = os.path.join(targ_id_dir, 'label.jpg') + targ_json_fpath = os.path.join(targ_id_dir, 'door_vecs.json') + + hdict = load_json(targ_json_fpath) + + if hdict['scale'] < 0.4: + print('Skip {} b/c scale at {}. Total skipped={}.'.format( + targ_id_dirs[i], hdict['scale'], total_i)) + total_i += 1 + continue + + idx += 1 + hdict_arr[idx] = hdict + src_img_arr[idx] = cv2.imread(targ_src_fpath, cv2.COLOR_BGR2RGB) + label_img_arr[idx] = cv2.imread(targ_label_fpath, cv2.IMREAD_GRAYSCALE) + targ_id_dir_arr[idx] = targ_id_dir + null_lst.append(targ_id_dirs[i] + '\n') + + # Write to null list + null_fpath = os.path.join(DEEPRAD_MODELS_DIR, '_null.txt') + with open(null_fpath, 'w') as fp: + #[fp.writeline(null_) for null_ in null_lst] + fp.writelines(null_lst) + return hdict_arr, src_img_arr, label_img_arr, targ_id_dir_arr + + +def make_dir_safely(dest_dir): + Path(dest_dir).mkdir(parents=True, exist_ok=True)

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