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deeplabv3plus-gluon-mxnet's Introduction

Hi there 👋

I'm interested in computer vision , DeepLearning, Scene reconstruction, AR, surgical navigation algorithms.
If you are interested in this work, please follow me, I hope my work is helpful to you!

Deep Learning Repo

mxnet-im2rec_tutorial
deeplabv3plus-gluon-mxnet - Segmentation
DSOD-gluon-mxnet - Detection
CycleGAN-gluon-mxnet - GAN model
SiameseRPN-gluon-mxnet -Tracking
Vision-Transformer-Tensorflow2 - Transformer on CV
ISPSRnet train on raw data to rgb domain (WIP)

Computer vision Repo

Halide - here is some computer vision and image processing algorithm implement by Halide
Octree - tree struct for 3d points
MarchingCubes - creating a polygonal mesh from a voxel model

deeplabv3plus-gluon-mxnet's People

Contributors

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Forkers

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deeplabv3plus-gluon-mxnet's Issues

load data error

read 5046 examples
read 5046 examples
Traceback (most recent call last):
File "deeplabV3/deeplabv3plus-gluon-mxnet/deeplabv3plus.py", line 286, in
for d, l in train_iter:
File "/usr/local/lib/python2.7/dist-packages/mxnet/gluon/data/dataloader.py", line 93, in iter
yield _batchify([self._dataset[idx] for idx in batch])
File "deeplabV3/deeplabv3plus-gluon-mxnet/deeplabv3plus.py", line 243, in getitem
return data.transpose((2, 0, 1)), self.label_indices(label)
File "deeplabV3/deeplabv3plus-gluon-mxnet/deeplabv3plus.py", line 195, in label_indices
return self.colormap2label[idx]
File "/usr/local/lib/python2.7/dist-packages/mxnet/ndarray/ndarray.py", line 574, in getitem
str(key), str(type(key))))
ValueError: NDArray does not support slicing with key
[[ 32768 32768 32768 ..., 8388608 8388608 8388608]
[ 32768 32768 32768 ..., 8388608 8388608 8388608]
[ 32768 32768 32768 ..., 8388608 8388608 8388608]
...,
[8388608 8388608 8388608 ..., 8388608 8388608 8388608]
[8388608 8388608 8388608 ..., 8388608 8388608 8388608]
[8388608 8388608 8388608 ..., 8388608 8388608 8388608]]
<NDArray 320x480 @cpu(0)> of type <class 'mxnet.ndarray.ndarray.NDArray'>.

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