Create your Anaconda environment
conda env create -n nir-coloring --file environment.yml
conda activate nir-coloring./tools/download_dataset.py <dataset_name>For all available datasets options see
./tools/download_dataset.py --helpTo increase the parallel downloads use the --parallel_downloads option.
Find all results at here.
Download relevant experiments to results in the same folder structure.
We use Caltech Camera Traps and Snapshot Serengeti as data sources.
To create datasets from these two subsets, download their metadata files into data/dataset/.
To only download a pre-created dataset, this is not necessary.
Specifically this means:
- CCT Metadata ->
data/dataset/caltech_images.json - Snapshot Serengeti Season 1 Metadata ->
data/dataset/SnapshotSerengetiS01.json - Snapshot Serengeti Season 2 Metadata ->
data/dataset/SnapshotSerengetiS02.json - Snapshot Serengeti Season 3 Metadata ->
data/dataset/SnapshotSerengetiS03.json