GeoAIAfrica/vllm-satim-labeling

Starter code for the "Labeling Satellite imagery in Africa using Vision-LLMs" competition. # Labeling Satellite imagery in Africa using VLLMs This repository contains the starter code to label satellite imagery using Vision-LLMs in Africa. ## Setup You can run the starter notebook using a GPU with Colab: .. Or use Pytorch Lightning Studio GPUs: (takes 2 days to verify; use an org email for instant access). ### Local Install `mamba` from here. Setup a new environment and install the required dependencies as follows: ```bash mamba create -n vllm_satim python=3.10 conda activate vllm_satim pip install -r requirements.txt ``` ## Dataset You can obtain the competition dataset as follows: ```bash cd data/ gdown drive.google.com unzip dataset.zip ```