kdmayer/3d-pv-locator

Dockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.

Hi there 👋

• 🔭 I’m currently a PhD Student at Stanford University with Martin Fischer. You can find out more on my webpage.
• 🌱 I’m currently learning about geometric and generative deep learning.
• ⚡ I'm combining computer vision and remote sensing to decarbonize the building sector.

3d-pv-locator's Issues

PackagesNotFoundError when using conda create

I am having problems installing the environment with conda, do I need to add any additional channels other than the default ones?

The output i am getting is:

conda create --name PV4GER --file requirements.txt
Collecting package metadata (current_repodata.json): done
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed

PackagesNotFoundError: The following packages are not available from current channels:

• typing-extensions==3.7.4.3=pypi_0
• pytorch==1.5.1=py3.8_0
• torchaudio==0.5.1=py38
• torchvision==0.6.1=py38_cpu

Current channels:

• https://conda.anaconda.org/conda-forge/osx-64
• https://conda.anaconda.org/conda-forge/noarch
• https://repo.anaconda.com/pkgs/main/osx-64
• https://repo.anaconda.com/pkgs/main/noarch
• https://repo.anaconda.com/pkgs/r/osx-64
• https://repo.anaconda.com/pkgs/r/noarch

My environment is this (MacOS):

conda --version
conda 4.9.2
python --version
Python 3.8.5

Docker image with all dependency versions?

Great work on this. But the dependencies are all outdated and it's not possible to install them anymore. By chance do you have a docker image for it?

Accessing the bucket

I can't access the bucket when trying to download the model from AWS.
This is the error message when i simply paste in the command from the instructions.
aws s3 cp --request-payer requester s3://pv4ger/NRW_models/inceptionv3_weights.tar models/classification/

fatal error: An error occurred (400) when calling the HeadObject operation: Bad Request

Did something change in the syntax for AWS or is the bucket not available anymore?
i got my Access tokens correct and the region set as eu-central-1.

Greetings,
Simon