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Allow indexing multiple image directories for image search

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This commit is contained in:
Debanjum Singh Solanky
2022-07-20 02:54:03 +04:00
parent 68ee88cebc
commit 6c9ffdba57
4 changed files with 12 additions and 10 deletions
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14
src/search_type/image_search.py
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@@ -30,10 +30,12 @@ def initialize_model(search_config: ImageSearchConfig):
return encoder
def extract_entries(image_directory, verbose=0):
image_directory = resolve_absolute_path(image_directory, strict=True)
image_names = list(image_directory.glob('*.jpg'))
image_names.extend(list(image_directory.glob('*.jpeg')))
def extract_entries(image_directories, verbose=0):
image_names = []
for image_directory in image_directories:
image_directory = resolve_absolute_path(image_directory, strict=True)
image_names = list(image_directory.glob('*.jpg'))
image_names.extend(list(image_directory.glob('*.jpeg')))
if verbose > 0:
print(f'Found {len(image_names)} images in {image_directory}')
@@ -197,8 +199,8 @@ def setup(config: ImageContentConfig, search_config: ImageSearchConfig, regenera
encoder = initialize_model(search_config)
# Extract Entries
image_directory = resolve_absolute_path(config.input_directory, strict=True)
image_names = extract_entries(image_directory, verbose)
image_directories = [resolve_absolute_path(directory, strict=True) for directory in config.input_directories]
image_names = extract_entries(image_directories, verbose)
# Compute or Load Embeddings
embeddings_file = resolve_absolute_path(config.embeddings_file)