def test_ocl_interpolate_flow_hires(self):
img_1 = os.path.join(settings['tmp_dir'],
'~test_ocl_interpolate_flow_hires_1.jpg')
img_2 = os.path.join(settings['tmp_dir'],
'~test_ocl_interpolate_flow_hires_2.jpg')
mk_sample_image(img_1, 4096, 2160, 3)
mk_sample_image(img_2, 4096, 2160, 3)
fr_1 = cv2.imread(img_1)
fr_2 = cv2.imread(img_2)
fr_1_gr = cv2.cvtColor(fr_1, cv2.COLOR_BGR2GRAY)
fr_2_gr = cv2.cvtColor(fr_2, cv2.COLOR_BGR2GRAY)
fu,fv = ocl_farneback_optical_flow(
fr_1_gr,fr_2_gr,0.5,3,15,3,7,1.5,False,0)
bu,bv = ocl_farneback_optical_flow(
fr_2_gr,fr_1_gr,0.5,3,15,3,7,1.5,False,0)
fr_1_32 = np.float32(fr_1)*1/255.0
fr_2_32 = np.float32(fr_2)*1/255.0
self.assertIsNotNone(
ocl_interpolate_flow(fr_1_32,fr_2_32,fu,fv,bu,bv,1)[0])
def test_ocl_interpolate_flow_hires(self):
img_1 = os.path.join(settings['tempdir'],
'~test_ocl_interpolate_flow_hires_1.jpg')
img_2 = os.path.join(settings['tempdir'],
'~test_ocl_interpolate_flow_hires_2.jpg')
mk_sample_image(img_1, 4096, 2160, 3)
mk_sample_image(img_2, 4096, 2160, 3)
fr_1 = cv2.imread(img_1)
fr_2 = cv2.imread(img_2)
fr_1_gr = cv2.cvtColor(fr_1, cv2.COLOR_BGR2GRAY)
fr_2_gr = cv2.cvtColor(fr_2, cv2.COLOR_BGR2GRAY)
fu, fv = ocl_farneback_optical_flow(fr_1_gr, fr_2_gr, 0.5, 3, 15, 3, 7,
1.5, False, 0)
bu, bv = ocl_farneback_optical_flow(fr_2_gr, fr_1_gr, 0.5, 3, 15, 3, 7,
1.5, False, 0)
fr_1_32 = np.float32(fr_1) * 1 / 255.0
fr_2_32 = np.float32(fr_2) * 1 / 255.0
self.assertIsNotNone(
ocl_interpolate_flow(fr_1_32, fr_2_32, fu, fv, bu, bv, 1)[0])
def setUp(self):
img_1 = os.path.join(settings['tmp_dir'],
'~test_interpolate_flow_test_case_1.jpg')
img_2 = os.path.join(settings['tmp_dir'],
'~test_interpolate_flow_test_case_2.jpg')
mk_sample_image(img_1, 320, 240, 3)
mk_sample_image(img_2, 320, 240, 3)
fr_1 = cv2.imread(img_1)
fr_2 = cv2.imread(img_2)
fr_1_gr = cv2.cvtColor(fr_1, cv2.COLOR_BGR2GRAY)
fr_2_gr = cv2.cvtColor(fr_2, cv2.COLOR_BGR2GRAY)
self.fu, self.fv = \
ocl_farneback_optical_flow(fr_1_gr,fr_2_gr,0.5,3,15,3,7,1.5,False,0)
self.bu, self.bv = \
ocl_farneback_optical_flow(fr_1_gr,fr_2_gr,0.5,3,15,3,7,1.5,False,0)
self.fr_1_32 = np.float32(fr_1)*1/255.0
self.fr_2_32 = np.float32(fr_2)*1/255.0
self.ocl_inter_method = lambda t: \
ocl_interpolate_flow(
self.fr_1_32,self.fr_2_32,self.fu,self.fv,self.bu,self.bv,t)
def setUp(self):
img_1 = os.path.join(settings['tempdir'],
'~test_interpolate_flow_test_case_1.jpg')
img_2 = os.path.join(settings['tempdir'],
'~test_interpolate_flow_test_case_2.jpg')
mk_sample_image(img_1, 320, 240, 3)
mk_sample_image(img_2, 320, 240, 3)
fr_1 = cv2.imread(img_1)
fr_2 = cv2.imread(img_2)
fr_1_gr = cv2.cvtColor(fr_1, cv2.COLOR_BGR2GRAY)
fr_2_gr = cv2.cvtColor(fr_2, cv2.COLOR_BGR2GRAY)
self.fu, self.fv = \
ocl_farneback_optical_flow(fr_1_gr,fr_2_gr,0.5,3,15,3,7,1.5,False,0)
self.bu, self.bv = \
ocl_farneback_optical_flow(fr_1_gr,fr_2_gr,0.5,3,15,3,7,1.5,False,0)
self.fr_1_32 = np.float32(fr_1) * 1 / 255.0
self.fr_2_32 = np.float32(fr_2) * 1 / 255.0
self.ocl_inter_method = lambda t: \
ocl_interpolate_flow(
self.fr_1_32,self.fr_2_32,self.fu,self.fv,self.bu,self.bv,t)