street2sat
A framework for obtaining large data sets of geo-referenced crop type labels obtained from vehicle mounted cameras that can be extended to other applications.
https://github.com/nasaharvest/street2sat
Category: Consumption
Sub Category: Agriculture and Nutrition
Keywords from Contributors
energy-system-model
Last synced: about 14 hours ago
JSON representation
Repository metadata
- Host: GitHub
- URL: https://github.com/nasaharvest/street2sat
- Owner: nasaharvest
- Created: 2021-05-21T15:15:38.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2025-04-07T18:05:36.000Z (21 days ago)
- Last Synced: 2025-04-10T11:21:05.280Z (18 days ago)
- Language: Jupyter Notebook
- Size: 804 MB
- Stars: 12
- Watchers: 3
- Forks: 3
- Open Issues: 3
- Releases: 0
-
Metadata Files:
- Readme: README.md
README.md
Street2Sat
Street2Sat is a new framework for obtaining large data sets of geo-referenced crop type labels obtained from vehicle mounted cameras that can be extended to other applications.
Paper accepted to ICML 2021 Tackling Climate Change Using AI Workshop. 🎉
Link coming soon!
Setting up the environment
- Clone the repository
- Set up and activate a Python virtual environment
python3 -m venv venv source venv/bin/activate - Install the dependencies
pip install -r requirements.txt
Usage
Google Cloud Platform
Ensure the Google Cloud CLI is installed.
Initial Setup (only done once)
gsutil mb gs://street2sat-uploaded
Deploying resources (done on every code update)
sh deploy.sh
Background
Owner metadata
- Name: nasaharvest
- Login: nasaharvest
- Email:
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/54071172?v=4
- Repositories: 12
- Last ynced at: 2023-03-03T23:14:40.431Z
- Profile URL: https://github.com/nasaharvest
GitHub Events
Total
- Issues event: 5
- Watch event: 2
- Delete event: 1
- Issue comment event: 5
- Push event: 13
- Pull request event: 2
- Create event: 1
Last Year
- Issues event: 5
- Watch event: 2
- Delete event: 1
- Issue comment event: 5
- Push event: 13
- Pull request event: 2
- Create event: 1
Committers metadata
Last synced: 7 days ago
Total Commits: 330
Total Committers: 12
Avg Commits per committer: 27.5
Development Distribution Score (DDS): 0.545
Commits in past year: 63
Committers in past year: 4
Avg Commits per committer in past year: 15.75
Development Distribution Score (DDS) in past year: 0.54
| Name | Commits | |
|---|---|---|
| ivanzvonkov | i****v@g****m | 150 |
| mangomadhava | m****m@g****m | 86 |
| anjalipaliyam | 1****m | 29 |
| Adebowale | d****7@g****m | 21 |
| pre-commit-ci[bot] | 6****] | 18 |
| Diana Botchway Frimpong | 1****F | 7 |
| Madhava Paliyam | p****m@g****u | 5 |
| imanasmith | 1****h | 4 |
| Aniket-Parlikar | 5****r | 4 |
| Hannah Kerner | h****r@g****m | 3 |
| imadtyx | a****9@g****m | 2 |
| KartikJawanjal | j****7@g****m | 1 |
Committer domains:
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 16
Total pull requests: 41
Average time to close issues: 2 months
Average time to close pull requests: 14 days
Total issue authors: 5
Total pull request authors: 8
Average comments per issue: 1.31
Average comments per pull request: 1.1
Merged pull request: 39
Bot issues: 0
Bot pull requests: 4
Past year issues: 0
Past year pull requests: 8
Past year average time to close issues: N/A
Past year average time to close pull requests: 30 days
Past year issue authors: 0
Past year pull request authors: 4
Past year average comments per issue: 0
Past year average comments per pull request: 1.13
Past year merged pull request: 6
Past year bot issues: 0
Past year bot pull requests: 3
Top Issue Authors
- ivanzvonkov (9)
- mangomadhava (3)
- hannah-rae (2)
- adebowaledaniel (1)
- green512 (1)
Top Pull Request Authors
- ivanzvonkov (25)
- pre-commit-ci[bot] (4)
- mangomadhava (4)
- anjalipaliyam (3)
- adebowaledaniel (2)
- imanasmith (1)
- Di-anaBF (1)
- Aniket-Parlikar (1)
Top Issue Labels
Top Pull Request Labels
Dependencies
- requests *
- exifread *
- google-cloud-firestore *
- google-cloud-storage *
- matplotlib *
- opencv-python *
- google-cloud-firestore *
- google-cloud-storage *
- matplotlib *
- scikit-image *
- google-cloud-firestore *
- google-cloud-secret-manager *
- google-cloud-storage *
- opencv-python *
- pyGeoTile *
- wget *
- google-cloud-firestore *
- google-cloud-storage *
- matplotlib *
- opencv-python *
- pygeotile *
- google-cloud-firestore *
- ExifRead *
- folium *
- gcsfs *
- geopandas *
- google-cloud-firestore *
- google-cloud-storage *
- jupyter *
- pre-commit *
- torchserve *
Score: 5.19295685089021