Running of morphological informality model - NAIROBI ONLY

urbanbigdatacentre / ideamaps-models

Models of deprivation sub-domains for the IDEAMAPS data ecosystem project. This repo contains the source code used to run models and the model outputs. It also contains logic to upload model outputs to the IDEAMAPS platform.

MIT License

0 stars 0 forks source link

Running of morphological informality model - NAIROBI ONLY #18

Closed Gtregon closed 2 weeks ago

Gtregon commented 3 months ago

The source code developed in #14 will be used to run a random forest model using reference data developed during #15 #16 #17 and Sentinel-2 imagery to generate three classes of morphological informality (high, med and low). Supplementary data will also be used to conduct an accuracy assessment of model outputs e.g. 80% of reference/satellite data will be ingested within the RF model, whilst 20% will be used to validate/assess accuracy of model outputs.

This issue can be closed when the model has been ran for all three pilot cities and outputs have been uploaded to the github repo

andymithamclarke commented 2 months ago

UPDATE NAIROBI ONLY

gielinkg commented 2 months ago

✅ Definition of Done

[ ] 1. Define acceptance criteria.
[ ] 2. Assess the need for a review process. If a review process is required, the issue states: i. Who is involved in the review? ii. When will the review take place? iii. Who is responsible for taking on the feedback? iv. What additional tasks are involved and are they visible on the backlog?
- [ ] 3. Make progress and post updates.
[ ] 4. Check off completed acceptance criteria.
[ ] 5. Post links to digital outputs.
[ ] 6. Note the value added to the product.

gielinkg commented 2 weeks ago

Closing this because we have combined with the writing of the source code, see issue #14