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Dec 29, 2019 - Jupyter Notebook
segmentation
Here are 1,337 public repositories matching this topic...
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May 12, 2020 - Python
When attempting to download cityscapes_2048x1024 I got: ./download-models.sh: line 721: download_fcn_resnet18_cityscapes_2048x512: command not found
It looks like there was a typo, and line 721 needs to be changed from:
download_fcn_resnet18_cityscapes_2048x512
to download_fcn_resnet18_cityscapes_2048x1024
Thanks for the amazing repo!
I trained > 100k, the loss looks fine, the bounding box looks too much, but the mask looks very wrong. Is it the visualization bug or we need more training?
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Sep 5, 2019 - Python
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Dec 16, 2019 - Python
In file binary segmentation (camvid).ipynb, block 5, there is:
# Lets look at data we have
dataset = Dataset(x_train_dir, y_train_dir, classes=['car', 'pedestrian'])
image, mask = dataset[5] # get some sample
visualize(
image=image,
cars_mask=mask[..., 0].squeeze(),
sky_mask=mask[..., 1].squeeze(),
background_mask=mask[..., 2].squeeze(),
)
here, sky_mask
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Jun 14, 2019 - Python
Description
In some rare cases, for example, when you need to finetune a large model on a small dataset the majoring part of training loop is waiting for saving model checkpoints to a hard drive.
Proposal
Would be logically to add a CheckpointCallback
with parameter save_n_best=0
to a configuration and do not store best checkpoints and instead use the latest state of the model.
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May 7, 2020 - Python
In 'pointnet2/scannet/preprocessing/collect_scannet_scenes.py' line #17, we refer to 'scannet_all.txt' file. It would be helpful if you guide where to get or how to generate this file?
Pytorch v1.1 (which we now use) comes with an official TensorBoard integration.
We should remove our custom logging and chart plotting and move to TensorBoard.
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I am not clear about what the iteration means. Could you explain more about it? Also, how is it related to epoch?
Thanks.
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Mar 1, 2020 - Jupyter Notebook
我发现一些有疑问的地方
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