提交 3fba21c8 编写于 作者: 文幕地方's avatar 文幕地方

replace lanms with lanms-nova

上级 5a6d266e
...@@ -20,6 +20,7 @@ import numpy as np ...@@ -20,6 +20,7 @@ import numpy as np
from .locality_aware_nms import nms_locality from .locality_aware_nms import nms_locality
import cv2 import cv2
import paddle import paddle
import lanms
import os import os
import sys import sys
...@@ -29,6 +30,7 @@ class EASTPostProcess(object): ...@@ -29,6 +30,7 @@ class EASTPostProcess(object):
""" """
The post process for EAST. The post process for EAST.
""" """
def __init__(self, def __init__(self,
score_thresh=0.8, score_thresh=0.8,
cover_thresh=0.1, cover_thresh=0.1,
...@@ -39,11 +41,6 @@ class EASTPostProcess(object): ...@@ -39,11 +41,6 @@ class EASTPostProcess(object):
self.cover_thresh = cover_thresh self.cover_thresh = cover_thresh
self.nms_thresh = nms_thresh self.nms_thresh = nms_thresh
# c++ la-nms is faster, but only support python 3.5
self.is_python35 = False
if sys.version_info.major == 3 and sys.version_info.minor == 5:
self.is_python35 = True
def restore_rectangle_quad(self, origin, geometry): def restore_rectangle_quad(self, origin, geometry):
""" """
Restore rectangle from quadrangle. Restore rectangle from quadrangle.
...@@ -79,11 +76,8 @@ class EASTPostProcess(object): ...@@ -79,11 +76,8 @@ class EASTPostProcess(object):
boxes = np.zeros((text_box_restored.shape[0], 9), dtype=np.float32) boxes = np.zeros((text_box_restored.shape[0], 9), dtype=np.float32)
boxes[:, :8] = text_box_restored.reshape((-1, 8)) boxes[:, :8] = text_box_restored.reshape((-1, 8))
boxes[:, 8] = score_map[xy_text[:, 0], xy_text[:, 1]] boxes[:, 8] = score_map[xy_text[:, 0], xy_text[:, 1]]
if self.is_python35:
import lanms
boxes = lanms.merge_quadrangle_n9(boxes, nms_thresh) boxes = lanms.merge_quadrangle_n9(boxes, nms_thresh)
else: # boxes = nms_locality(boxes.astype(np.float64), nms_thresh)
boxes = nms_locality(boxes.astype(np.float64), nms_thresh)
if boxes.shape[0] == 0: if boxes.shape[0] == 0:
return [] return []
# Here we filter some low score boxes by the average score map, # Here we filter some low score boxes by the average score map,
......
...@@ -13,3 +13,4 @@ lxml ...@@ -13,3 +13,4 @@ lxml
premailer premailer
openpyxl openpyxl
fasttext==0.9.1 fasttext==0.9.1
lanms-nova
\ No newline at end of file
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