Pytorch Geospatial Temporal ViT Vit license:apache-2.0 region:us
---
license: apache-2.0
tags:
- Pytorch
- Geospatial
- Temporal ViT
- Vit
---


### Code
The model follows the [original repo](https://huggingface.co/ibm-nasa-geospatial/Prithvi-100M)
I made simple modification by using original repo source code to visualize.

### Data
Area: South Korea Jeollanam-do
Sourced the image from this [link](https://search.earthdata.nasa.gov/search/granules?p=C2021957657-LPCLOUD&pg[0][v]=f&pg[0][qt]=2009-01-01T00%3A00%3A00.000Z%2C&pg[0][dnf]=DAY&pg[0][gsk]=-start_date&q=HLSL30&sb[0]=126.57129%2C34.87923%2C126.97998%2C35.09012&tl=1696429462!3!!&lat=33.70166015625&long=125.0771484375&zoom=7)
Google map location [link](https://www.google.co.kr/maps/place/34%C2%B052'45.2%22N+126%C2%B034'16.6%22E/data=!4m4!3m3!8m2!3d34.87923!4d126.57129?hl=ko&entry=ttu)

### Usecase
Here's a sample video:

![Sample Video](streamlit-testing.mov)



### Citation

Please cite original repository.
If this model helped your research, please cite `Prithvi-100M` in your publications. Here is an example BibTeX entry:

```
@misc{Prithvi-100M,
    author          = {Jakubik, Johannes and Chu, Linsong and Fraccaro, Paolo and Gomes, Carlos and Nyirjesy, Gabby and Bangalore, Ranjini and Lambhate, Devyani and Das, Kamal and Oliveira Borges, Dario and Kimura, Daiki and Simumba, Naomi and Szwarcman, Daniela and Muszynski, Michal and Weldemariam, Kommy and Zadrozny, Bianca and Ganti, Raghu and Costa, Carlos and Edwards, Blair & Watson, Campbell and Mukkavilli, Karthik and Schmude, Johannes & Hamann, Hendrik and Robert, Parkin and Roy, Sujit and Phillips, Christopher and Ankur, Kumar and Ramasubramanian, Muthukumaran and Gurung, Iksha and Leong, Wei Ji and Avery, Ryan and Ramachandran, Rahul and Maskey, Manil and Olofossen, Pontus and Fancher, Elizabeth and Lee, Tsengdar and Murphy, Kevin and Duffy, Dan and Little, Mike and Alemohammad, Hamed and Cecil, Michael and Li, Steve and Khallaghi, Sam and Godwin, Denys and Ahmadi, Maryam and Kordi, Fatemeh and Saux, Bertrand and Pastick, Neal and Doucette, Peter and Fleckenstein, Rylie and Luanga, Dalton and Corvin, Alex and Granger, Erwan},
    doi             = {10.57967/hf/0952},
    month           = aug,
    title           = {{Prithvi-100M}},
    repository-code = {https://github.com/NASA-IMPACT/hls-foundation-os},
    year            = {2023}
}
```
