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xiaozhi2015 avatar xiaozhi2015 commented on June 30, 2024

And it appears in almost every result image.

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KupynOrest avatar KupynOrest commented on June 30, 2024

There is a bug in the inference, will be updated soon

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xiaozhi2015 avatar xiaozhi2015 commented on June 30, 2024

Thx for your quick reply, looking forward to the update...

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vgg4resnet avatar vgg4resnet commented on June 30, 2024

yes,same issue here,has this been solved? I test my images ,purple filled in full image, not only the corner of images, is it this caused by np.transpose function?

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vgg4resnet avatar vgg4resnet commented on June 30, 2024

so is that caused by the network is not converged?my predict result images were like this
image

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vgg4resnet avatar vgg4resnet commented on June 30, 2024

my training images are gray ,I convert them to BGR format,I also remove the hsv,rgb,transform part by changing the config.yaml

image
the result keep the same ,anywhere maybe lead the problem?By the way I also remove sharpen part,we are bluring the images,why do we need that?I am confused about that

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t-martyniuk avatar t-martyniuk commented on June 30, 2024

please check the updated links to models (latest changes to readme).
should work fine now

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xiaozhi2015 avatar xiaozhi2015 commented on June 30, 2024

Much thx.

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vlee-harmonicinc avatar vlee-harmonicinc commented on June 30, 2024

There is still some purple artifact on images with new pre-trained model.
For example:
image
image
image
image
image

It seems that relatively dark region/texture prone to have this artifact. When generating video, it trend to have artifact on same object (but not every frames)
Do anyone have idea why this issue happen?

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Sandbox3aster avatar Sandbox3aster commented on June 30, 2024

@htleeab Which image in GoPro did you test on and which model did you use? Let me see if i can reproduce that

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vlee-harmonicinc avatar vlee-harmonicinc commented on June 30, 2024

@Sandbox3aster
Those image are my own test assets, not GoPro dataset. I used the pretrained InceptionResNet-v2 (md5sum: 96f747f38a0119669265cbb5fc7b3c5c)
05APR_955
05APR_1993
05APR_1903
05APR_1425
05APR_1176
05APR_1085
Thanks.

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Johnreidsilver avatar Johnreidsilver commented on June 30, 2024

Same problem here, using cpu and same model
96f747f38a0119669265cbb5fc7b3c5c best_fpn.h5

Ubuntu 18.04.02, python 3.6.9
torch==1.5.0
torchsummary==1.5.1
torchvision==0.6.0
numpy==1.17.4
opencv-python-headless==4.2.0.34
joblib==0.14.0
albumentations==0.4.5
scikit-image==0.17.2
tqdm==4.46.0
tensorboard==2.1.1
fire==0.3.1

Perhaps the newer torch version is acting up?

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