Comments (3)
Functionality to be included:
- Making masks (in batch)
- Mask -> vector labels (in batch)
- Geo-registration (or the inverse) of polygon dfs/files (in batch)
- Geo-registration (or the inverse) of road linestring dfs/files (in batch)
- Creating graphs from SpaceNet data (in batch)
Notes
CLI usage
I envision the following process for passing variables into these functions.
Option 1 (recommended): Variables can be passed in columns of a csv. This will enable users to define different values for each iteration through the process.
Option 2: variable names can be passed as flagged arguments to the CLI.
...or some mix of the above.
Multiprocessing
I think it'd be great to enable parallelization where possible in this process. Will need to see how feasible that is going to be.
Implementation notes
I think it will probably make sense as an argument processing step to take in all of the arguments that the user provides and effectively turn each argument needed for the call to the underlying functionality into iterators (or elements of a single iterator) which can then be passed to the underlying function(s) through multiprocessing.Pool.map()
(if workers > 1
).
from cw-geodata.
Georegistration of linestrings/the reverse can be completed using the same functionality in polygon.
from cw-geodata.
Resolved with #42.
from cw-geodata.
Related Issues (20)
- Implement unit tests for `raster_image.image` HOT 1
- Implement unit tests for utils.geo HOT 1
- Implement unit tests for utils.core HOT 1
- Implement unit tests for vector.graph HOT 1
- Implement unit tests for vector.mask HOT 1
- Implement unit tests for vector_label.polygon HOT 1
- Fix intersphinx refs for various packages HOT 1
- Parallelize graphtools operations HOT 1
- Remove osmnx dependency HOT 1
- Create cookbook and write usage recipes HOT 1
- Functionality to interconvert roads labels between competition and geojson formats HOT 1
- Add functionality to make roads masks HOT 1
- Write tests for graph export HOT 1
- Write tests for CLI functions HOT 1
- Make graph creation more efficient HOT 1
- Create a documentation front page HOT 1
- cw_geodata.vector_label.polygon.geojson_to_px_gdf im_path HOT 1
- Convert inputs to DarkNet format HOT 1
- Enable conversion of data to TFRecords HOT 1
- Enable creation of bounding boxes from polygons HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from cw-geodata.