DarkMythosIOTA

Hello all, I would also be interested in how I train HOTR with my own data. How do the data need to be annotated? What all is there to consider?

Hey @emersonjr , yes we have provided a repo for this as well. Look here: https://github.com/Gaussianer/FasterSeg

However, we cannot yet provide any information in the repo about how far the code has to be adapted to the resolution. We have trained several models, but we wonder...

On the one hand you have to create the dataset according to the [description](https://github.com/Gaussianer/FasterSeg#0-prepare-the-dataset). For this you have to generate the provided [labelDefinitions.csv](https://github.com/Gaussianer/FasterSeg/blob/master/dataset/data_exchange/labelDefinitions.csv) according to the template. Here you can...

@emersonjr Did you install the Docker NVIDIA container runtime as in the [installation description](https://github.com/Gaussianer/FasterSeg#installation)? Regarding TensorRT. Yes we had to remove TensorRT from the environment because it always led to...

@emersonjr Have you installed the appropriate graphics card driver as well as CUDA 10.1 and CUDNN? We have provided a [guide](https://github.com/Gaussianer/Podman---Run-Rootless-GPU-Container#nvidia-driver) for CentOS 7 for the setup with Podman.

Hi @YueLiao , thank you for your quick reply. I have probably understood it now. I have added comments to the code block above so that this is more understandable....