George Kouros

Maybe a bit late, but there is a port of the original NeRF to pytorch-lightning and also handles color mesh extraction. You can have a look at the [README](https://github.com/kwea123/nerf_pl/blob/master/README_mesh.md) to...

I have the same issue. I followed the [multiclass segmentation example](https://github.com/qubvel/segmentation_models/blob/master/examples/multiclass%20segmentation%20(camvid).ipynb) and adjusted it for training an FPN with an inceptionv3 backbone on PASCAL VOC. Although the loss has a...

> > I have the same issue. I followed the [multiclass segmentation example](https://github.com/qubvel/segmentation_models/blob/master/examples/multiclass%20segmentation%20(camvid).ipynb) and adjusted it for training an FPN with an inceptionv3 backbone on PASCAL VOC. Although the loss...

The codebase supports different dataset formats. The shiny dataset is of type _blender_ and the real dataset is of type _LLFF_. To train on real scenes with RefNeRF, you can...

Yeah, I had the same issue with one of my datasets. I think you need to disable Config.compute_normal_metrics. On 30/08/2022 15:24, grgkopanas wrote: > > @gkouros did it work for...

I also had the same issue and my solution was to change the [calculation of the up vector in function spherify_poses](https://github.com/bmild/nerf/blob/18b8aebda6700ed659cb27a0c348b737a5f6ab60/load_llff.py#L200). Instead of averaging the camera-to-center vectors to find the...

@WeiLi-THU For the visualization, I used a library from github called [extrinsic2pyramid](https://github.com/demul/extrinsic2pyramid).

I haven't had the first issue before, but the second one, I'm aware of it. Unfortunately, I don't have the time to look into this, but if you find a...

It's possible yes. I would find the length, width, and height of the car based on the CAD model to create the 3D bounding box and then transform it based...

There are issues with the pickle files plus some python version incompatibilities. You can download and use the json files instead from this [kaggle link](https://www.kaggle.com/ebouteillon/load-a-3d-car-model). I have fixed some python-version-related...