def get_tags():
"""get tags corresponding to a image"""
if not 'img' in request.files:
raise InvalidUsage('parameter "img" is missing', status_code=410)
try:
f = request.files.get('img')
img_str = f.read()
img = read_img_blob(img_str)
except:
raise InvalidUsage('Invalid "img" param, must be a blob string',
status_code=410)
tags = extractor.get_tags(img)
out = {}
out['tags'] = tags
return jsonify(out)
def extract_fea():
imgStr = request.values.get('img')
if imgStr is None:
raise InvalidUsage('parameter "img" is missing', status_code=410)
try:
img = read_img_blob(imgStr)
except:
raise InvalidUsage('Invalid "img" param, must be a base64 string',
status_code=410)
fea = extractor.extract_imfea(img)
is_binary = request.values.get('is_binary')
if is_binary and is_binary == 'true':
fea = extractor.binarize_fea(fea)
fea_obj = ImFeaBin()
else:
fea_obj = ImFea()
fea_obj.f.extend(fea)
base64str = base64.b64encode(fea_obj.SerializeToString())
out = {}
out['fea'] = base64str
return jsonify(out)
def search():
"""get tags corresponding to a image"""
if not 'img' in request.files:
raise InvalidUsage('parameter "img" is missing', status_code=410)
try:
f = request.files.get('img')
img_str = f.read()
img = read_img_blob(img_str)
except:
raise InvalidUsage('Invalid "img" param, must be a blob string',
status_code=410)
fea = extractor.extract_imfea(img)
fea = extractor.binarize_fea(fea)
fea_str = ','.join([str(int(t)) for t in fea])
query = QUERY.replace('##fea##', fea_str)
print(query)
result = es.search(index='im_data', doc_type='obj', body=query)
rs = []
if 'hits' in result and \
'hits' in result['hits']:
#distinct
all_imgs = set([])
hits = result['hits']['hits']
for hit in hits:
o = hit['_source']
o['score'] = hit['_score']
#update im_src
im_src = '/img/{}'.format(o['im_src'])
if not im_src in all_imgs:
o['im_src'] = im_src
all_imgs.add(im_src)
rs.append(o)
print all_imgs
out = {}
out['hits'] = rs
return jsonify(out)