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Invalid SOS parameters for sequential JPEG in training

Open Alissonerdx opened this issue 7 years ago • 9 comments
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I'm having this "error" when training is going on What could it be?

screenshot

Alissonerdx avatar May 02 '18 12:05 Alissonerdx

Have You seen this?

https://github.com/tensorflow/models/issues/671

Swordancer avatar May 02 '18 13:05 Swordancer

@Swordancer Thanks, I've had some very large images> = 3 thousand pixels wide after that decreases the size of the images stopped appearing this error, but now my parameter loss is giving a giant value, I do not know what can be.
Do you know what it could be? screenshot I am trying to train Brazilian notes, there is a difficulty in training because there is a lot of similarity in the back and I do not know if it is a problem for the training.

2 reais 50

Alissonerdx avatar May 02 '18 19:05 Alissonerdx

How many of these pictures do you have? Do you have the same problem with other pictures or other zoo models? Do not use pictures with to big resolution. All pictures should be with similar quality. I these are your images, then I have no idea what's cuse the problem.

Swordancer avatar May 02 '18 19:05 Swordancer

@Swordancer So I tested the animal classification model and it worked, I have several images of these, they are in total 6 classes of values ​​and I have about 200 images in total, there is the other side also that has more unusual details.

Alissonerdx avatar May 02 '18 19:05 Alissonerdx

Hi! I got the same problem. How did you solved it?
Did it gave some problems after the training? Or it doesn't matter and your model is working good??

KatherineNico avatar Sep 04 '20 14:09 KatherineNico

Is this solved? I am facing the same issue. I see that the training and validation is finishing, but as soon as these finishes, i get this "Invalid SOS parameters for sequential JPEG"

indurajPR avatar Apr 16 '21 06:04 indurajPR

I'm also facing this issue when training my object detection model, does anyone knows the solution?

AlvaroCavalcante avatar Sep 11 '21 14:09 AlvaroCavalcante

Me too, having the same issue.

sinhong96 avatar Nov 11 '21 04:11 sinhong96

I am facing a similar issue too

Raniyaharini-Rajendran avatar Sep 18 '23 10:09 Raniyaharini-Rajendran