-
I am trying to figure out why you resize the images to 256 and then perform the 'augmentation step' in ``net_utils.prepro` to take a random region of this image. Is there an inherent reason not to dow…
-
## Project description
There are multiple libs for image augmentations for machine learning. But they all are hard to use. I mean currently a user has to set up the augmentations himself, this caus…
-
I'm using Keras 2.2.4 and preprocessing 1.0.5 and I get warning for repeated images. I'm using ImageDataGenerator, flow_from_directory, and fit_generator as below. In addition, I am trying to fit a mu…
-
How to turn off the data augmentation part ? Like I just want to resize the original image and train the model with it, not on the augmented images because I have sufficient data . Can you please guid…
-
Hi
Thanks for your great paper and code!
I wonder is this loss effective on non-image data?
I mean I can't produce augmented version of my data, but positive and negative pairs on each batch.…
-
## Describe the bug
I am doing instance segmentation image enhancement, and there is a polygon object. For the convenience of discussion, it is assumed to be a 4-sided polygon. After rotation, if one…
-
Introduce data readers that allow multispectral images to be used in training and prediction. There will be a possible issue with using pre-trained base models as has been done previously.
See:
ht…
-
### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
-
Hello,thanks for your great work.I had some problems before the model training started.I tried to adjust the image but it didn't work.Please give me some advice.The following is the error message
Tra…
-
I find that the augmentation of the StereoDatasetBase in augmentation dose not deal with the instrinsic transformation w.r.t random crop,
the intrinsic should change the cx, cy as explained below:…