## 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.
```python
# 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.
```python
dataset_test = load_dataset("{YOUR ORGANIZATION NAME}/{DATASET NAME}", split="test")
```