From 9db56518f1cce40d8c2d9c4c42e3abee9ce2eff9 Mon Sep 17 00:00:00 2001 From: Neelima Mohanty <97789856+neelimagoogly@users.noreply.github.com> Date: Fri, 28 Jul 2023 08:56:50 +0530 Subject: [PATCH] Updated Readme.md --- Readme.md | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) diff --git a/Readme.md b/Readme.md index a8c6db0c..93dfe360 100644 --- a/Readme.md +++ b/Readme.md @@ -25,3 +25,29 @@ To eliminate model biases, fAIr is built to work with the local communities and See below a suggested product roadmap [subject to change] that provides high-level overview for planned work. ![image](https://user-images.githubusercontent.com/98902727/218769416-b3c71d3b-7c20-4d40-ab1e-88442d06445d.png) +# General Workflow of fAIr + +![fAIr1](https://github.com/hotosm/fAIr/assets/97789856/01c0e3b6-a00c-439d-a2ed-1c14b62e6364) + +1. Project Area by tha project manager and imagery from Open Areal Map is submitted to the task manager which then is sent to Open Street Map after undergoing the process of manual mapping and validation. +2. Local dataset(created using the imagery and raw API data as inputs) is trained and local model is created and trained. +3. It is then validated , published , mapped and pushed back into Open Street Map. +4. Finally according to the feedback , the published model is sent for improvement and training . +
+ +# fAIr Architecture +![fAIr2](https://github.com/hotosm/fAIr/assets/97789856/63394f65-ce0d-4a3d-8683-7455f14fb366) + +1. Third party extensions are sent to fAIr backend which then generates data for OSM raw data API , osmconflator and geoson2osm xml . +2. Data from fAIr backend is sent to fAIr utilities . The backend is using s separate library we call it fAIr-utilities to handle: + + 1. Data preparation for the models + 2. models trainings + 3. inference process + 4. post processing (converting the predicted features to geo data) +3. The public API is then sent to the fAIr frontend. + + + + +