From cb961ed0d6896309336159bda34ed2f75fb60a84 Mon Sep 17 00:00:00 2001 From: carp <25677564+carp@users.noreply.github.com> Date: Mon, 13 Jul 2020 13:27:55 -0400 Subject: add face detection --- anime-face-detector/nms_wrapper.py | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 anime-face-detector/nms_wrapper.py (limited to 'anime-face-detector/nms_wrapper.py') diff --git a/anime-face-detector/nms_wrapper.py b/anime-face-detector/nms_wrapper.py new file mode 100644 index 0000000..ca900e8 --- /dev/null +++ b/anime-face-detector/nms_wrapper.py @@ -0,0 +1,29 @@ +from enum import Enum + + +class NMSType(Enum): + PY_NMS = 1 + CPU_NMS = 2 + GPU_NMS = 3 + + +default_nms_type = NMSType.PY_NMS + + +class NMSWrapper: + def __init__(self, nms_type=default_nms_type): + assert type(nms_type) == NMSType + if nms_type == NMSType.PY_NMS: + from nms.py_cpu_nms import py_cpu_nms + self._nms = py_cpu_nms + elif nms_type == NMSType.CPU_NMS: + from nms.cpu_nms import cpu_nms + self._nms = cpu_nms + elif nms_type == NMSType.GPU_NMS: + from nms.gpu_nms import gpu_nms + self._nms = gpu_nms + else: + raise ValueError('current nms type is not implemented yet') + + def __call__(self, *args, **kwargs): + return self._nms(*args, **kwargs) -- cgit v1.2.3