Downloads · 30 days
0
ImageToGPSproject_base_resnet18
Imagetogps/ImageToGPSproject_base_resnet18
ImageToGPSproject_base_resnet18 is a machine learning model from Imagetogps. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Please open the notebook and navigate to the INPUTS tab, then follow the steps below in order to perform inference on your images.
Access
Public
Updated Dec 14, 2024
Repo size
179 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.pth179 MB · 100%
At a glance
- Access
- Public
- Created
- Dec 10, 2024
- Updated
- Dec 14, 2024
- SHA
- af253f73
Model card
From the Hugging Face model README
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 = 39.95164323706967
lat_std = 0.0006429139045198418
lon_mean = -75.19132342959699
lon_std = 0.0006982237294765668
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")
- Created
- Dec 10, 2024
- Updated
- Dec 14, 2024