Matheus Correia Ferreira

Using Mask2Former Segmentor with Custom Dataset (Without gt_masks and gt_labels)

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I'm trying to fine-tune a Mask2Former segmentor with a custom dataset by using MMSEGMENTATION plus the code made available in this repository. However, I'm running into some trouble because of...

Convert DINOv2 ViT Weights to ViT-Adapter

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In the recently released [segmentation notebook](https://github.com/facebookresearch/dinov2/blob/main/notebooks/semantic_segmentation.ipynb), a trained Mask2Former segmenter is loaded. In its strucutre, it's possible to see a ViT-Adapter is used as a backbone and not a standard...

Freeze ViT Backbone

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I'm pretty sure it's not currently possible to train the SETR segmenter while freezing the weights of the backbone. So has anyone implemented such a feature? I'm trying to run...

Generating gt_masks and gt_labels from Semantic Segmentation Dataset

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I've got a few segmentation datasets that have the structure below, with all folders being filled with .png files. ``` dataset/ images/ /train /val /test annotations/ /train /val /test ```...

Using MMSEGMENTATION with NPY Files

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Has anyone, by any chance, ever implemented code that allows MMSEGMENTATION to train with NPY files rather than images? I've got really large datasets (which are all larger than a...

EncoderDecoder is not in the model registry.

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I am installing mmsegmentation on a sif image exactly as it is recommended on this official [Dockerfile](https://github.com/open-mmlab/mmsegmentation/blob/main/docker/Dockerfile). The only big difference is that I am using an Nvidia base image....

ViT Adapter Not Working With Patch Size Different From 16

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I need to train a segmentor that uses a Transformer that has been pre-trained with `patch_size=14`. I've done some adaptations in the `ViT-Adapter/segmentation/mmseg_custom/models/backbones/vit_adapter.py` file to allow for that, since at...

I am trying to run a basic training script with the ADE20K dataset via the following command: `python tools/train.py configs/SETR/SETR_PUP_DeiT_512x512_160k_ade20k_bs_16_MS.py` And I am running into this error: `ImportError: cannot import...

Compatibility With CUDA 12

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# ❓ Questions and Help Is there a way to install Xformers with CUDA 12? I'm trying to use Xformers on a Singularity image that employs, as a base, an...