def image_register(request):
params = request.GET if request.method == "GET" else request.POST
if not ("url" in params):
content = {"message": u"パラメータ`url`が指定されていません"}
return Response(content, status=status.HTTP_400_BAD_REQUEST)
try:
image = Images.objects.get(url=params["url"])
except ObjectDoesNotExist:
image = Images(url=params["url"], adult_flag=False, grotesque_flag=False)
descriptor = factory.descriptor(filepath=image.local_path)
if descriptor == None:
content = {"message": u"ローカルに画像が見つかりません"}
return Response(content, status=status.HTTP_412_PRECONDITION_FAILED)
else:
tmp = TemporaryFile()
try:
np.save(tmp, descriptor)
tmp.seek(0)
image.description = tmp.read()
image.save()
finally:
tmp.close()
return Response(ImageMapper(image).as_dict())
def image_detect(request):
params = request.GET if request.method == "GET" else request.POST
if not ("url" in params):
content = {"message": u"パラメータ`url`が指定されていません"}
return Response(content, status=status.HTTP_400_BAD_REQUEST)
image = Images.objects.get(url=params["url"])
query = factory.descriptor(filepath=image.local_path)
# アダルト判定
_descriptors = [desc.description for desc in Images.objects.filter(adult_flag=True)]
descriptors = []
for d in _descriptors:
tmp = NamedTemporaryFile()
try:
tmp.write(d)
tmp.seek(0)
data = np.load(tmp.name)
descriptors.append(data)
finally:
tmp.close()
image.adult_flag = 10 if factory.harmful_check(query, descriptors) else -1
print "adult: ", image.adult_flag
# グロテスク判定
_descriptors = [desc.description for desc in Images.objects.filter(adult_flag=True)]
descriptors = []
for d in _descriptors:
tmp = NamedTemporaryFile()
try:
tmp.write(d)
tmp.seek(0)
data = np.load(tmp.name)
descriptors.append(data)
finally:
tmp.close()
image.grotesque_flag = 10 if factory.harmful_check(query, descriptors) else -1
print "gro: ", image.grotesque_flag
# descriptionの保存
tmp = TemporaryFile()
try:
np.save(tmp, query)
tmp.seek(0)
image.description = tmp.read()
image.save()
finally:
tmp.close()
return Response(ImageMapper(image).as_dict())