Muhammad Maaz

Hi, does this code has Online Hard Mining implemented? Thanks

> I have a question on the pretraining. I want to pretrain only on my dataset. Can i modify pretrain.json to only specify path to my dataset? what else should...

Hi @SDarknessZX, Thank you for using EdgeNeXt. We empirically found that EdgeNeXt is sensitive to hyperparameter choice for downstream vision tasks (Object detection and segmentation). We were, however, able to...

Hi @leduy99, Thank You for your interest in EdgeNeXt. Could you provide some more information about your experiment, such as dataset and detection network? At what input resolution you are...

> Hi, currently I'm using an exact implementation of edgenext_small, resolution of my input is (3, 112, 112), training on a set of 4 million images and starting with learning...

Hi @ajw1587, Thank you for your interest in our work. Yes, our model can be used with gray scale images (input channels = 1), however for this you need to...

Hi, It looks like the dataset loading problem. Our EdgeNeXt is using [PyTroch ImageFolder](https://pytorch.org/vision/stable/generated/torchvision.datasets.ImageFolder.html) to load ImageNet dataset. Firstly, make sure that you data is in correct format (e.g. each...

Hi @ajw1587, Please refer to the Section 4.2 of our [paper](https://arxiv.org/pdf/2206.10589.pdf). Thanks

Hi @lkdci, Thank you for your interest in our work. We do have plans to release segmentation codes and models, however it may take some time. Some extra details; we...

> Hi @mmaaz60, thanks for the fast reply. So basically the backbone remains the same, and an ASPP module is used as Decoder? Hi @lkdci, yes you are right. Thanks