Hello! You can perform inference with our Resnet model using the Resnet_inference.ipynb notebook located in this repo.
Please open the notebook and navigate to the INPUTS tab, then follow the steps below in order to perform inference on your images.
1. Replace the latitude and longitude mean and std with your own.
The latitude and longitude mean and std values are from our training data.
# Latitude and longitude mean and std loaded from training data
lat_mean = 39.95173675925926
lat_std = 0.0006117096745964738
lon_mean = -75.19119498148149
lon_std = 0.0007743986248108865
2. Load your images for inference
Your images will be stored as 'dataset_test' in the code.
dataset_test = load_dataset("{YOUR ORGANIZATION NAME}/{DATASET NAME}", split="test")