From 5d623288e2f6db9229ba67f188e54cf7a16ef6f2 Mon Sep 17 00:00:00 2001 From: Jia Guo Date: Wed, 16 May 2018 00:09:03 +0800 Subject: [PATCH] r --- alignment3d/tfrecord2mx.py | 47 -------------------------------------- 1 file changed, 47 deletions(-) delete mode 100644 alignment3d/tfrecord2mx.py diff --git a/alignment3d/tfrecord2mx.py b/alignment3d/tfrecord2mx.py deleted file mode 100644 index c8d42d0..0000000 --- a/alignment3d/tfrecord2mx.py +++ /dev/null @@ -1,47 +0,0 @@ - -import tensorflow as tf -import cv2 -import sys -import mxnet as mx -import os -import numpy as np - -input_dir = sys.argv[1] -output_dir = './data' -writer = mx.recordio.MXIndexedRecordIO(os.path.join(output_dir, 'train.idx'), os.path.join(output_dir, 'train.rec'), 'w') - -idx = 1 -for _file in os.listdir(input_dir): - if not _file.endswith('tfrecords'): - continue - data_file = os.path.join(input_dir, _file) - for serialized_example in tf.python_io.tf_record_iterator(data_file): - example = tf.train.Example() - example.ParseFromString(serialized_example) - features = example.features.feature - image = features['image'].bytes_list.value[0] - width = features['width'].int64_list.value[0] - height = features['height'].int64_list.value[0] - image = np.fromstring(image, dtype=np.uint8) - image = cv2.imdecode(image, cv2.CV_LOAD_IMAGE_COLOR) - #print(image.shape) - n_landmarks = features['n_landmarks'].int64_list.value[0] - mask_index = features['mask_index'].bytes_list.value[0] - status = features['status'].int64_list.value[0] - gt_mask = features['gt_mask'].bytes_list.value[0] - gt_mask = np.fromstring(gt_mask, dtype=np.uint8) - #print(gt_mask.shape) - gt_pts = features['gt_pts'].bytes_list.value[0] - gt_pts = np.fromstring(gt_pts, dtype=np.float32) - #print(gt_pts.shape, n_landmarks) - #print(gt_pts) - #for k in features: - # print(k) - - #print(len(image),width, height, n_landmarks, status, gt_mask, gt_pts) - nlabel = list(gt_pts) - nheader = mx.recordio.IRHeader(0, nlabel, idx, 0) - s = mx.recordio.pack_img(nheader, image, quality=95, img_fmt='.jpg') - writer.write_idx(idx, s) - idx+=1 -