MaskFlownet

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Do not load FlyingThings3D training samples containing NaN flows.

1

Do not load FlyingThings3D training samples containing some NaN (or +-Inf) flow values. See "There are NaN values in the data!" in FAQ at https://lmb.informatik.uni-freiburg.de/resources/datasets/SceneFlowDatasets.en.html.

holesond

Hi, Many thanks for your nice work. I have a question in weights fold what the difference between '771Sep25-0735_500000' and 'abbSep15-1037_500000' . I saw in the readme 771Sep25-0735_500000 in Pre-trained...

MeowZheng

I train the Maskflownet on Sintel train + KITTI 2015 + HD1K without any change of your code, however the performance of my own trained model is not as well...

Naturallyyeyeye

Typo in network code

1

In this line https://github.com/microsoft/MaskFlownet/blob/master/network/MaskFlownet.py#L306 Should it be `c2s = [c21, c22, c23, c24, c25, c26]` instead of `c2s = [c21, c12, c13, c24, c25, c26]` ? The latter version doesn't...

zfjmike

BGR vs RGB input

1

Hi, I have noticed that your work mainly uses 'cv2.imread' as image IO, which reads an image as BGR format. But in Sintel.py, I found a mixed use of 'skimage.io.imread'...

htkseason

Finetuning on chairsSDHom epe doesn't go down.

1

Issue is on training the validation loss goes up too much very quickly. check logs below. I have added chairsSDHom data loading script as follows. Changes: 1) Loading data at...

vivasvan1

20200927, fix dataset readers

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'os.listdir' will return different results in different filesystems, add 'sorted()' to make sure the order. Please refer to the issue here: https://stackoverflow.com/questions/4813061/non-alphanumeric-list-order-from-os-listdir

hellochick

Questions about the provided checkpoints

2

Hi, Thank you very much for providing the source code, it's really awesome. I have several questions about the provided checkpoints, 1. For the provided `dbbSep30-1206_1000000` checkpoint, it seems that...

hellochick

RAM leak problem when training in command batch_queue.get(). Where do you release resources once a batch is trained.

3

I have noticed that your training loop leaks small amounts of RAM memory.Any idea on what may have caused this? time taken= 9.865329265594482 | steps= 1 | cpu= 51.8 |...

vivasvan1

Some problems about MXNetError

2

Hi, When I run the main.py with "MaskFlownet_S_sintel.yaml --dataset_cfg sintel_kitti2015_hd1k.yaml -g 0 -c dbbSep30-1206 --clear_steps", i got the error like below: Traceback (most recent call last): File "/MaskFlownet-master/main.py", line 537,...

Naturallyyeyeye