Baike.dev
Log in
Back to tool/Back to issues
#2650·Mask_RCNN

run own data . don't run

Author: 827346462Created Jul 24, 2021Updated Apr 6, 2025

2021-07-24 20:37:14.184543: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll Using TensorFlow backend.

Configurations: BACKBONE resnet101 BACKBONE_STRIDES [4, 8, 16, 32, 64] BATCH_SIZE 1 BBOX_STD_DEV [0.1 0.1 0.2 0.2] COMPUTE_BACKBONE_SHAPE None DETECTION_MAX_INSTANCES 100 DETECTION_MIN_CONFIDENCE 0.7 DETECTION_NMS_THRESHOLD 0.3 FPN_CLASSIF_FC_LAYERS_SIZE 1024 GPU_COUNT 1 GRADIENT_CLIP_NORM 5.0 IMAGES_PER_GPU 1 IMAGE_CHANNEL_COUNT 3 IMAGE_MAX_DIM 512 IMAGE_META_SIZE 14 IMAGE_MIN_DIM 512 IMAGE_MIN_SCALE 0 IMAGE_RESIZE_MODE square IMAGE_SHAPE [512 512 3] LEARNING_MOMENTUM 0.9 LEARNING_RATE 0.001 LOSS_WEIGHTS {'rpn_class_loss': 1.0, 'rpn_bbox_loss': 1.0, 'mrcnn_class_loss': 1.0, 'mrcnn_bbox_loss': 1.0, 'mrcnn_mask_loss': 1.0} MASK_POOL_SIZE 14 MASK_SHAPE [28, 28] MAX_GT_INSTANCES 100 MEAN_PIXEL [123.7 116.8 103.9] MINI_MASK_SHAPE (56, 56) NAME shapes NUM_CLASSES 2 POOL_SIZE 7 POST_NMS_ROIS_INFERENCE 1000 POST_NMS_ROIS_TRAINING 2000 PRE_NMS_LIMIT 6000 ROI_POSITIVE_RATIO 0.33 RPN_ANCHOR_RATIOS [0.5, 1, 2] RPN_ANCHOR_SCALES (48, 96, 192, 384, 768) RPN_ANCHOR_STRIDE 1 RPN_BBOX_STD_DEV [0.1 0.1 0.2 0.2] RPN_NMS_THRESHOLD 0.7 RPN_TRAIN_ANCHORS_PER_IMAGE 256 STEPS_PER_EPOCH 100 TOP_DOWN_PYRAMID_SIZE 256 TRAIN_BN False TRAIN_ROIS_PER_IMAGE 100 USE_MINI_MASK True USE_RPN_ROIS True VALIDATION_STEPS 50 WEIGHT_DECAY 0.0001

0 F:\Mask_RCNN-master\Mask_RCNN-master\date\labelme_json/000001_json/img.png 1 F:\Mask_RCNN-master\Mask_RCNN-master\date\labelme_json/000002_json/img.png 2 F:\Mask_RCNN-master\Mask_RCNN-master\date\labelme_json/000003_json/img.png 0 F:\Mask_RCNN-master\Mask_RCNN-master\date\labelme_json/000001_json/img.png 1 F:\Mask_RCNN-master\Mask_RCNN-master\date\labelme_json/000002_json/img.png 2 F:\Mask_RCNN-master\Mask_RCNN-master\date\labelme_json/000003_json/img.png WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:508: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:68: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:3837: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:3661: The name tf.nn.max_pool is deprecated. Please use tf.nn.max_pool2d instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:1944: The name tf.image.resize_nearest_neighbor is deprecated. Please use tf.compat.v1.image.resize_nearest_neighbor instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\tensorflow_core\python\ops\array_ops.py:1475: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.where in 2.0, which has the same broadcast rule as np.where WARNING:tensorflow:From f:\Mask_RCNN-master\Mask_RCNN-master\mrcnn\model.py:553: The name tf.random_shuffle is deprecated. Please use tf.random.shuffle instead.

WARNING:tensorflow:From f:\Mask_RCNN-master\Mask_RCNN-master\mrcnn\\utils.py:202: The name tf.log is deprecated. Please use tf.math.log instead.

WARNING:tensorflow:From f:\Mask_RCNN-master\Mask_RCNN-master\mrcnn\model.py:600: calling crop_and_resize_v1 (from tensorflow.python.ops.image_ops_impl) with box_ind is deprecated and will be removed in a future version. Instructions for updating: box_ind is deprecated, use box_indices instead WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:168: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:175: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:180: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead.

2021-07-24 20:37:18.571564: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 2021-07-24 20:37:18.574690: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library nvcuda.dll 2021-07-24 20:37:18.606738: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1618] Found device 0 with properties: name: GeForce RTX 3060 Laptop GPU major: 8 minor: 6 memoryClockRate(GHz): 1.702 pciBusID: 0000:01:00.0 2021-07-24 20:37:18.607219: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll 2021-07-24 20:37:18.609993: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_100.dll 2021-07-24 20:37:18.612701: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_100.dll 2021-07-24 20:37:18.613942: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_100.dll 2021-07-24 20:37:18.617330: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_100.dll 2021-07-24 20:37:18.619851: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_100.dll 2021-07-24 20:37:18.627847: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll 2021-07-24 20:37:18.628302: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1746] Adding visible gpu devices: 02021-07-24 20:40:30.549373: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1159] Device interconnect StreamExecutor with strength 1 edge matrix: 2021-07-24 20:40:30.549480: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1165] 0 2021-07-24 20:40:30.549597: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1178] 0: N 2021-07-24 20:40:30.549793: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1304] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 4753 MB memory) -> physical GPU (device: 0, name: GeForce RTX 3060 Laptop GPU, pci bus id: 0000:01:00.0, compute capability: 8.6) WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:184: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:193: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:200: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead.

Starting at epoch 0. LR=0.001

Checkpoint Path: F:\Mask_RCNN-master\Mask_RCNN-master\logs\shapes20210724T2040\mask_rcnn_shapes_{epoch:04d}.h5 Selecting layers to train fpn_c5p5 (Conv2D) fpn_c4p4 (Conv2D) fpn_c3p3 (Conv2D) fpn_c2p2 (Conv2D) fpn_p5 (Conv2D) fpn_p2 (Conv2D) fpn_p3 (Conv2D) fpn_p4 (Conv2D) In model: rpn_model rpn_conv_shared (Conv2D) rpn_class_raw (Conv2D) rpn_bbox_pred (Conv2D) mrcnn_mask_conv1 (TimeDistributed) mrcnn_mask_bn1 (TimeDistributed) mrcnn_mask_conv2 (TimeDistributed) mrcnn_mask_bn2 (TimeDistributed) mrcnn_class_conv1 (TimeDistributed) mrcnn_class_bn1 (TimeDistributed) mrcnn_mask_conv3 (TimeDistributed) mrcnn_mask_bn3 (TimeDistributed) mrcnn_class_conv2 (TimeDistributed) mrcnn_class_bn2 (TimeDistributed) mrcnn_mask_conv4 (TimeDistributed) mrcnn_mask_bn4 (TimeDistributed) mrcnn_bbox_fc (TimeDistributed) mrcnn_mask_deconv (TimeDistributed) mrcnn_class_logits (TimeDistributed) mrcnn_mask (TimeDistributed) WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\optimizers.py:757: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead.

D:\Anaconda\envs\mask\lib\site-packages\tensorflow_core\python\framework\indexed_slices.py:424: UserWarning: Converting sparse IndexedSlices to a dense Tensor of unknown shape. This may consume a large amount of memory. "Converting sparse IndexedSlices to a dense Tensor of unknown shape. " D:\Anaconda\envs\mask\lib\site-packages\tensorflow_core\python\framework\indexed_slices.py:424: UserWarning: Converting sparse IndexedSlices to a dense Tensor of unknown shape. This may consume a large amount of memory. "Converting sparse IndexedSlices to a dense Tensor of unknown shape. " D:\Anaconda\envs\mask\lib\site-packages\tensorflow_core\python\framework\indexed_slices.py:424: UserWarning: Converting sparse IndexedSlices to a dense Tensor of unknown shape. This may consume a large amount of memory. "Converting sparse IndexedSlices to a dense Tensor of unknown shape. " WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:977: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\backend\tensorflow_backend.py:964: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\callbacks.py:783: The name tf.summary.merge_all is deprecated. Please use tf.compat.v1.summary.merge_all instead.

WARNING:tensorflow:From D:\Anaconda\envs\mask\lib\site-packages\keras\callbacks.py:786: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead.

Epoch 1/50 image_id 1 f:/Mask_RCNN-master/Mask_RCNN-master/train.py:88: YAMLLoadWarning: calling yaml.load() without Loader=... is deprecated, as the default Loader is unsafe. Please read https://msg.pyyaml.org/load for full details. temp = yaml.load(f.read()) [1] D:\Anaconda\envs\mask\lib\site-packages\skimage\transform_warps.py:830: FutureWarning: Input image dtype is bool. Interpolation is not defined with bool data type. Please set order to 0 or explicitely cast input image to another data type. Starting from version 0.19 a ValueError will be raised instead of this warning. order = _validate_interpolation_order(image.dtype, order) 2021-07-24 20:40:39.773231: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_100.dll 2021-07-24 20:41:38.927370: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll

Source: matterport/Mask_RCNN

View original on GitHubView discussion on GitHub