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ERROR in Generating Greek language images

Open Ham714 opened this issue 2 years ago • 6 comments

Traceback (most recent call last): File "C:\Users\Muhammad Hamza\AppData\Roaming\Python\Python39\site-packages\synthtiger\gen.py", line 121, in _generate data = template.generate() File "E:\datasetPADDLE\examples\synthtiger\template.py", line 113, in generate fg_image, label, bboxes, glyph_fg_image, glyph_bboxes = self._generate_text( File "E:\datasetPADDLE\examples\synthtiger\template.py", line 217, in _generate_text label = self.corpus.data(self.corpus.sample()) File "C:\Users\Muhammad Hamza\AppData\Roaming\Python\Python39\site-packages\synthtiger\components\wrapper\selector.py", line 29, in sample idx = meta.get("idx", self._sample_idx()) File "C:\Users\Muhammad Hamza\AppData\Roaming\Python\Python39\site-packages\synthtiger\components\wrapper\selector.py", line 58, in _sample_idx idx = np.random.choice(len(self.components), replace=False, p=self._probs) File "mtrand.pyx", line 932, in numpy.random.mtrand.RandomState.choice ValueError: 'a' and 'p' must have same size

kindly someone help

Ham714 avatar Jan 20 '23 10:01 Ham714

Hi,

It seems that the number of corpus weights is different from the number of corpus. Please check config file.

https://github.com/clovaai/synthtiger/blob/master/examples/synthtiger/config_horizontal.yaml#L16 This example has two corpus (length augmentable corpus, char augmentable corpus) and two corpus weights (1, 0).

moonbings avatar Jan 24 '23 11:01 moonbings

Hi,

It seems that the number of corpus weights is different from the number of corpus. Please check config file.

https://github.com/clovaai/synthtiger/blob/master/examples/synthtiger/config_horizontal.yaml#L16 This example has two corpus (length augmentable corpus, char augmentable corpus) and two corpus weights (1, 0).

Sorry, can you guide what to change, im trying to generate greek images from corpus, im using this config file, i change the weight but i dont know why still getting the same error

coord_output: true mask_output: true glyph_coord_output: true glyph_mask_output: true

vertical: false quality: [50, 95] visibility_check: true

midground: 0.25 midground_offset: percents: [[-0.5, 0.5], [-0.5, 0.5]] foreground_mask_pad: 5

corpus: weights: [1] args: # length augmentable corpus - paths: [resources/corpus/ge.txt] weights: [1] min_length: 1 max_length: 25 textcase: [lower, upper, capitalize] augmentation: 0.1 augmentation_length: [1, 25] # char augmentable corpus - paths: [] weights: [] min_length: 1 max_length: 25 textcase: [lower, upper, capitalize] augmentation: 0 augmentation_charset: resources/charset/alphanum_special.txt

font: paths: [resources/font] weights: [1] size: [40, 80] bold: 0.5

texture: prob: 0.5 args: paths: [resources/image] weights: [1] alpha: [0, 1] grayscale: 0 crop: 1

colormap2: paths: [resources/colormap/iiit5k_gray.txt] weights: [1] k: 2 alpha: [1, 1] colorize: 1

colormap3: paths: [resources/colormap/iiit5k_gray.txt] weights: [1] k: 3 alpha: [1, 1] colorize: 1

color: gray: [0, 255] alpha: [1, 1] colorize: 1

shape: prob: 1 args: weights: [1, 1] args: # elastic distortion - alpha: [15, 30] sigma: [4, 12] # elastic distortion - alpha: [0, 2] sigma: [0, 0.6]

layout: weights: [4, 1] args: # flow layout - space: [-2, 5] line_align: [middle] # curve layout - curve: [20, 40] space: [-2, 5] convex: 0.5 upward: 0.5

style: prob: 0.25 args: weights: [1, 2, 2] args: # text border - size: [1, 12] alpha: [1, 1] grayscale: 0 # text shadow - distance: [1, 6] angle: [0, 360] alpha: [0.3, 0.7] grayscale: 0 # text extrusion - length: [1, 12] angle: [0, 360] alpha: [1, 1] grayscale: 0

transform: prob: 1 args: weights: [1, 1, 1, 1, 1, 1, 2] args: # perspective x - percents: [[0.5, 1], [1, 1]] aligns: [[0, 0], [0, 0]] # perspective y - percents: [[1, 1], [0.5, 1]] aligns: [[0, 0], [0, 0]] # trapezoidate x - weights: [1, 0, 1, 0] percent: [0.75, 1] align: [-1, 1] # trapezoidate y - weights: [0, 1, 0, 1] percent: [0.5, 1] align: [-1, 1] # skew x - weights: [1, 0] angle: [0, 30] ccw: 0.5 # skew y - weights: [0, 1] angle: [0, 10] ccw: 0.5 # rotate - angle: [0, 10] ccw: 0.5

pad: prob: 1 args: pxs: [[0, 10], [0, 10], [0, 10], [0, 10]]

postprocess: args: # gaussian noise - prob: 1 args: scale: [4, 8] per_channel: 0 # gaussian blur - prob: 0.9 args: sigma: [0, 2] # resample - prob: 0.1 args: size: [0.4, 0.4] # median blur - prob: 1 args: k: [1, 1]

Ham714 avatar Jan 24 '23 12:01 Ham714

Please change this line.

from

corpus:
  weights: [1]

to

corpus:
  weights: [1, 0]

moonbings avatar Jan 24 '23 13:01 moonbings

Please change this line.

from

corpus:
  weights: [1]

to

corpus:
  weights: [1, 0]

Thank you soo much it worked Also it gives this error can we prevent this RuntimeError: Text is not visible

Ham714 avatar Jan 24 '23 13:01 Ham714

You may ignore this message RuntimeError: Text is not visible. Please see https://github.com/clovaai/synthtiger/issues/35.

moonbings avatar Jan 24 '23 13:01 moonbings

oky thank you soo much now i can make greek recognition model

You may ignore this message RuntimeError: Text is not visible. Please see #35.

Ham714 avatar Jan 24 '23 13:01 Ham714