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Fixing similar context issues as #700 #702

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Fixing similar context issues as #700 #702

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40 changes: 21 additions & 19 deletions cross-modal-search/evaluate.py
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Original file line number Diff line number Diff line change
Expand Up @@ -44,27 +44,29 @@ def evaluation_generator(num_docs=None, batch_size=8, dataset_type='f8k', mode='
for image, caption in zip(images, captions):
hashed = hashlib.sha1(image).hexdigest()
if mode == 'text2image':
with Document() as document:
document.text = caption
document.modality = 'text'
document.mime_type = 'text/plain'
document.tags['id'] = hashed
with Document() as gt:
match = Document()
match.tags['id'] = hashed
gt.matches.append(match)
document = Document()
document.text = caption
document.modality = 'text'
document.mime_type = 'text/plain'
document.tags['id'] = hashed

gt = Document()
match = Document()
match.tags['id'] = hashed
gt.matches.append(match)
yield document, gt
elif mode == 'image2text':
with Document() as document:
document.buffer = image
document.modality = 'image'
document.mime_type = 'image/jpeg'
document.tags['id'] = hashed
document.convert_buffer_to_uri()
with Document() as gt:
match = Document()
match.tags['id'] = caption
gt.matches.append(match)
document = Document()
document.buffer = image
document.modality = 'image'
document.mime_type = 'image/jpeg'
document.tags['id'] = hashed
document.convert_buffer_to_uri()

gt = Document()
match = Document()
match.tags['id'] = caption
gt.matches.append(match)
yield document, gt
else:
msg = f'Not supported mode {mode}.'
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