def reload_gallery(self, request, **kwargs):
reindex_gallery()
galleryGalPath = get_gallery_file()
galGallery = br.br_make_gallery(galleryGalPath)
galTemplateList = br.br_load_from_gallery(galGallery)
# compare and collect scores
ntargets = br.br_num_templates(galTemplateList)
logger.debug(str(ntargets) + " templates found in the gallery at " + galleryGalPath)
res = str(ntargets) + " templates found in the gallery at " + galleryGalPath
for r in range(ntargets):
tmpl = br.br_get_template(galTemplateList, r)
logger.debug("Filename = " + br.br_get_filename(tmpl))
response = self.create_response(request, res)
br.br_free_template_list(galTemplateList)
br.br_close_gallery(galGallery)
return response
def reload_gallery(self, request, **kwargs):
reindex_gallery()
galleryGalPath = get_gallery_file()
galGallery = br.br_make_gallery(galleryGalPath)
galTemplateList = br.br_load_from_gallery(galGallery)
# compare and collect scores
ntargets = br.br_num_templates(galTemplateList)
logger.debug(str(ntargets) + " templates found in the gallery at " + galleryGalPath)
res = str(ntargets) + " templates found in the gallery at " + galleryGalPath
for r in range(ntargets):
tmpl = br.br_get_template(galTemplateList, r)
logger.debug("Filename = " + br.br_get_filename(tmpl))
response = self.create_response(request, res)
br.br_free_template_list(galTemplateList)
br.br_close_gallery(galGallery)
return response
def obj_create(self, bundle, request=None, **kwargs):
# create a new File
bundle.obj = FaceSearch()
# full_hydrate does the heavy lifting mapping the
# POST-ed payload key/values to object attribute/values
bundle = self.full_hydrate(bundle)
file_data = bundle.data[u'file'].read()
filename_name, file_extension = os.path.splitext(bundle.data[u'file'].name)
# Load uploaded image with OpenBR
facetmpl = br.br_load_img(file_data, len(file_data))
query = br.br_enroll_template(facetmpl)
# Open the OpenBR gallery file
galleryGalPath = get_gallery_file()
galGallery = br.br_make_gallery(galleryGalPath)
galTemplateList = br.br_load_from_gallery(galGallery)
# compare and collect scores
nqueries = br.br_num_templates(query)
ntargets = br.br_num_templates(galTemplateList)
scoresmat = br.br_compare_template_lists(galTemplateList, query)
scores = []
for r in range(ntargets):
for c in range(nqueries):
# This is not a percentage match, it's a relative score
similarity = br.br_get_matrix_output_at(scoresmat, r, c)
tmpl = br.br_get_template(galTemplateList, r)
# TODO: This doesn't seem to work through PyCharm, but does once deployed
# Plus, it's not correlating filenames to templates correctly.
#filename = br.br_get_filename(tmpl)
#scores.append((os.path.basename(filename), similarity))
scores.append(('replace-me', similarity))
# clean up - no memory leaks
br.br_free_template(facetmpl)
br.br_free_template_list(query)
br.br_free_template_list(galTemplateList)
br.br_close_gallery(galGallery)
scores.sort(key=lambda s: s[1], reverse=True)
peeps = Person.objects.filter(pic_filename__in=dict(scores).keys()).values()
# TODO: Make 15 a parameter - right now we return the top 15 results
sorted_peeps = []
for s in scores[:15]:
sorted_peeps.append(filter(lambda p: p['pic_filename'] == s[0], peeps)[0])
# bundle the search results
bundle.obj.name = bundle.data[u'file'].name
bundle.data.pop(u'file', None)
bundle.data['meta'] = {
"limit": len(peeps),
"next": None,
"offset": 0,
"previous": None,
"total_count": len(peeps)
}
bundle.data['objects'] = sorted_peeps
bundle.data['scores'] = scores
return bundle
def obj_create(self, bundle, request=None, **kwargs):
# create a new File
bundle.obj = FaceSearch()
# full_hydrate does the heavy lifting mapping the
# POST-ed payload key/values to object attribute/values
bundle = self.full_hydrate(bundle)
file_data = bundle.data[u'file'].read()
filename_name, file_extension = os.path.splitext(
bundle.data[u'file'].name)
# Load uploaded image with OpenBR
facetmpl = br.br_load_img(file_data, len(file_data))
query = br.br_enroll_template(facetmpl)
# Open the OpenBR gallery file
galleryGalPath = get_gallery_file()
galGallery = br.br_make_gallery(galleryGalPath)
galTemplateList = br.br_load_from_gallery(galGallery)
# compare and collect scores
nqueries = br.br_num_templates(query)
ntargets = br.br_num_templates(galTemplateList)
scoresmat = br.br_compare_template_lists(galTemplateList, query)
scores = []
for r in range(ntargets):
for c in range(nqueries):
# This is not a percentage match, it's a relative score
similarity = br.br_get_matrix_output_at(scoresmat, r, c)
tmpl = br.br_get_template(galTemplateList, r)
# TODO: This doesn't seem to work through PyCharm, but does once deployed
# Plus, it's not correlating filenames to templates correctly.
#filename = br.br_get_filename(tmpl)
#scores.append((os.path.basename(filename), similarity))
scores.append(('replace-me', similarity))
# clean up - no memory leaks
br.br_free_template(facetmpl)
br.br_free_template_list(query)
br.br_free_template_list(galTemplateList)
br.br_close_gallery(galGallery)
scores.sort(key=lambda s: s[1], reverse=True)
peeps = Person.objects.filter(
pic_filename__in=dict(scores).keys()).values()
# TODO: Make 15 a parameter - right now we return the top 15 results
sorted_peeps = []
for s in scores[:15]:
sorted_peeps.append(
filter(lambda p: p['pic_filename'] == s[0], peeps)[0])
# bundle the search results
bundle.obj.name = bundle.data[u'file'].name
bundle.data.pop(u'file', None)
bundle.data['meta'] = {
"limit": len(peeps),
"next": None,
"offset": 0,
"previous": None,
"total_count": len(peeps)
}
bundle.data['objects'] = sorted_peeps
bundle.data['scores'] = scores
return bundle