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bendangnuksung / mrcnn_serving_ready

🛠 Mask R-CNN Keras to Tensorflow and TFX models + Serving models using TFX GRPC & RESTAPI
https://github.com/matterport/Mask_RCNN
MIT License
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error while converting keras model to tensorflow saved model format #34

Open ArunaKote opened 3 years ago

ArunaKote commented 3 years ago

i got weights from wget https://github.com/matterport/Mask_RCNN/releases/download/v2.0/mask_rcnn_coco.h5

getting error as File "main.py", line 113, in model.load_weights(H5_WEIGHT_PATH, by_name=True) File "/home/ubuntu/Downloads/Blaize/mrcnn_serving_ready-master/model.py", line 2131, in load_weights saving.load_weights_from_hdf5_group_by_name(f, layers) File "/home/ubuntu/Downloads/venv/lib/python3.6/site-packages/keras/engine/saving.py", line 1328, in load_weights_from_hdf5_group_by_name str(weight_values[i].shape) + '.') ValueError: Layer #389 (named "mrcnn_bbox_fc"), weight <tf.Variable 'mrcnn_bbox_fc/kernel:0' shape=(1024, 24) dtype=float32, numpy= array([[-0.05486 , -0.03290214, 0.05897582, ..., -0.05898178, -0.06868616, 0.05374715], [-0.06710163, -0.03682471, -0.03057443, ..., -0.05611433, -0.04561458, 0.05178914], [-0.0041154 , -0.07344876, -0.06137543, ..., 0.0011842 , 0.04365869, -0.05199062], ..., [ 0.06231805, -0.02443966, -0.00532094, ..., -0.01833269, -0.02245103, -0.01552512], [-0.04047406, -0.06753345, 0.02390008, ..., 0.01883602, -0.04362615, -0.05265519], [ 0.00530255, 0.04341973, 0.03085093, ..., -0.07011634, 0.01440722, 0.02777647]], dtype=float32)> has shape (1024, 24), but the saved weight has shape (1024, 324).