Changed save_ssd_train_images func to work with filenames as well
Signed-off-by: Jim Martens <github@2martens.de>
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@ -23,6 +23,7 @@ Functions:
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saves the first batch of SSD train images with overlaid ground truth bounding boxes
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"""
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import os
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from typing import Union, Sequence
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import math
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import numpy as np
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@ -30,7 +31,7 @@ from matplotlib import pyplot
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from PIL import Image
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def save_ssd_train_images(images: np.ndarray, labels: np.ndarray,
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def save_ssd_train_images(images: Union[np.ndarray, Sequence[str]], labels: np.ndarray,
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output_path: str, coco_path: str,
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image_size: int, get_coco_cat_maps_func: callable,
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custom_string: str = None) -> None:
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@ -40,7 +41,7 @@ def save_ssd_train_images(images: np.ndarray, labels: np.ndarray,
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The images are saved both in a raw version and with bounding boxes printed on them.
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Args:
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images: a NumPy array of images
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images: a NumPy array of images or a list of filenames
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labels: a NumPy array of labels
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output_path: path to save the images in
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coco_path: path to the COCO data set
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@ -60,7 +61,11 @@ def save_ssd_train_images(images: np.ndarray, labels: np.ndarray,
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for i, train_image in enumerate(images):
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instances = labels[i]
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image = Image.fromarray(train_image)
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if type(train_image) is str:
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with Image.open(train_image) as _image:
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image = _image
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else:
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image = Image.fromarray(train_image)
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image.save(f"{output_path}/"
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f"{custom_string}train_image{str(i).zfill(nr_digits)}.png")
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