Vadzim Kashko commited on
Commit
0cff0b4
1 Parent(s): 167bbdf

feat: add bbox_id

Browse files
Files changed (1) hide show
  1. license_plates.py +19 -15
license_plates.py CHANGED
@@ -44,9 +44,10 @@ class LicensePlates(datasets.GeneratorBasedBuilder):
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  def _info(self):
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  features = datasets.Features({
 
 
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  'image': datasets.Image(),
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  'labeled_image': datasets.Image(),
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- 'bbox': datasets.Value('string'),
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  'license_plate.id': datasets.Value('string'),
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  'license_plate.visibility': datasets.Value('string'),
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  'license_plate.rows_count': datasets.Value('uint8'),
@@ -85,18 +86,22 @@ class LicensePlates(datasets.GeneratorBasedBuilder):
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  file_name = file_path.split('/')[-1]
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  images[file_name] = (file_path, file.read())
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- annotations_df.drop(columns=['license_plate.region', 'license_plate.color'],
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- inplace=True,
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- errors='ignore')
 
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  annotations_df.fillna(0, inplace=True)
 
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- for row in annotations_df.itertuples(index=False):
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- image = images[row[0]]
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- name, ext = row[0].split('.')
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  labeled_image = images[f'{name}_labeled.{ext}']
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  yield idx, {
 
 
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  "image": {
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  "path": image[0],
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  "bytes": image[1]
@@ -105,12 +110,11 @@ class LicensePlates(datasets.GeneratorBasedBuilder):
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  "path": labeled_image[0],
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  "bytes": labeled_image[1]
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  },
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- 'bbox': row[1],
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- 'license_plate.id': row[2],
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- 'license_plate.visibility': row[3],
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- 'license_plate.rows_count': row[4],
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- 'license_plate.number': row[5],
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- 'license_plate.serial': row[6],
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- 'license_plate.country': row[7],
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- 'license_plate.mask': row[8]
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  }
 
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  def _info(self):
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  features = datasets.Features({
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+ 'bbox_id': datasets.Value('uint32'),
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+ 'bbox': datasets.Value('string'),
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  'image': datasets.Image(),
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  'labeled_image': datasets.Image(),
 
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  'license_plate.id': datasets.Value('string'),
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  'license_plate.visibility': datasets.Value('string'),
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  'license_plate.rows_count': datasets.Value('uint8'),
 
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  file_name = file_path.split('/')[-1]
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  images[file_name] = (file_path, file.read())
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+ annotations_df.drop(
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+ columns=['license_plate.region', 'license_plate.color'],
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+ inplace=True,
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+ errors='ignore')
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  annotations_df.fillna(0, inplace=True)
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+ annotations_df.sort_values(by='file_name', inplace=True)
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+ for row in annotations_df.itertuples(index=True):
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+ image = images[row[1]]
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+ name, ext = row[1].split('.')
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  labeled_image = images[f'{name}_labeled.{ext}']
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  yield idx, {
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+ 'bbox_id': row[0],
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+ 'bbox': row[2],
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  "image": {
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  "path": image[0],
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  "bytes": image[1]
 
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  "path": labeled_image[0],
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  "bytes": labeled_image[1]
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  },
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+ 'license_plate.id': row[3],
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+ 'license_plate.visibility': row[4],
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+ 'license_plate.rows_count': row[5],
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+ 'license_plate.number': row[6],
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+ 'license_plate.serial': row[7],
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+ 'license_plate.country': row[8],
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+ 'license_plate.mask': row[9]
 
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  }