def main():
print "Generating seam-removed images"
data_path = 'val2014'
search_ids = [26323, 441543, 575032, 440023] #26323,
create_images = True
create_annotation = False
annotation_file = []
annotation_file_name = 'annotation.txt'
save_path = 'test_data/merge_seam_data/simple_seam/'
for id in search_ids:
if create_images:
path = os.path.join(data_path, 'COCO_val2014_' + str(id).zfill(12) + '.jpg')
im = plt.imread(path) / 255.
save_path = 'test_data/merge_seam_data/simple_seam/'
im_prefix = 'COCO_val2014_' + str(id).zfill(12)
remove_pixels = 100
snapshot_iter = 20
h_stack = seam_carve_h(im, remove_pixels, snapshot_iter, os.path.join(save_path, im_prefix))
v_stack = seam_carve_v(im, remove_pixels, snapshot_iter, os.path.join(save_path, im_prefix))
for i,im in enumerate(h_stack):
print "Removing vertical seam from horizontal stack", i
new_path = os.path.join(save_path, im_prefix + '_h_fuck_' + str((i+1) * snapshot_iter))
seam_carve_v(im, remove_pixels, snapshot_iter, new_path)
if create_annotation:
annotation_file.append(str(id))
for a in cocotools.find_annotation(id):
annotation_file.append('\t' + a)
if create_annotation:
np.savetxt(os.path.join(save_path,annotation_file_name), annotation_file, delimiter=" ", fmt="%s")
print "Done."
return
def main():
search_ids = [29587, 29563] #Find the image id you decided to use
data_path = 'val2014'
for id in search_ids:
path = os.path.join(data_path, 'COCO_val2014_' + str(id).zfill(12) + '.jpg')
im = plt.imread(path)
plt.imshow(im)
print "Image ID :", id
for a in cocotools.find_annotation(id):
print a
plt.show()
return
def main():
print "Generating color-altered images"
search_ids = [29587, 29563, 33900, 36477, 40881, 42526, 42507, 516239, 580757]
data_path = 'val2014'
save_path = 'test_data/color_data/simple_color/'
annotation_file = []
annotation_file_name = 'annotation.txt'
for id in search_ids:
path = os.path.join(data_path, 'COCO_val2014_' + str(id).zfill(12) + '.jpg')
im = plt.imread(path)
annotation_file.append(str(id))
for a in cocotools.find_annotation(id):
annotation_file.append('\t' + a)
generate_all_color(im, os.path.join(save_path,'COCO_val2014_' + str(id).zfill(12)))
np.savetxt(os.path.join(save_path,annotation_file_name), annotation_file, delimiter=" ", fmt="%s")
print "Done."
return
def main():
print "Generating color-altered images"
search_ids = [29587, 29563, 33900, 36477, 40881, 42526, 42507, 516239, 580757]
data_path = "val2014"
save_path = "1/a"
annotation_file = []
annotation_file_name = "annotation.txt"
for id in search_ids:
path = os.path.join(data_path, "COCO_val2014_" + str(id).zfill(12) + ".jpg")
im = plt.imread(path)
annotation_file.append(str(id))
for a in cocotools.find_annotation(id):
annotation_file.append("\t" + a)
generate_all_color(im, os.path.join(save_path, "COCO_val2014_" + str(id).zfill(12)))
np.savetxt(os.path.join(save_path, annotation_file_name), annotation_file, delimiter=" ", fmt="%s")
print "Done."
return
