diff --git a/Readme.md b/Readme.md index 9a557b1c..b3d58fd6 100644 --- a/Readme.md +++ b/Readme.md @@ -25,6 +25,27 @@ 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. First We expect there should be a fully mapped and validated task in project Area where model will be trained on +2. fAIr uses OSM features as labels which are fetched from [Raw Data API] (https://github.com/hotosm/raw-data-api) and Tiles from OpenAerialMap (https://map.openaerialmap.org/) +4. Once data is ready fAIr supports creation of local model with the input area provided , Publishes model for that area which can be implemented on the rest of the similar area +5. Feedback is important aspect , If mappers is not satisfied with the prediction that fAIr is making they can submit their feedback and community manager can apply feedback to model so that model will learn +
+ +# fAIr Architecture +![fAIr2](https://github.com/hotosm/fAIr/assets/97789856/63394f65-ce0d-4a3d-8683-7455f14fb366) + + The backend is using library we call it [fAIr utilities](https://github.com/hotosm/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) + + ## Local Installation [DEV] diff --git a/docs/assets/fAIr1.jpg b/docs/assets/fAIr1.jpg new file mode 100644 index 00000000..12d1a24a Binary files /dev/null and b/docs/assets/fAIr1.jpg differ diff --git a/docs/assets/fAIr2.jpg b/docs/assets/fAIr2.jpg new file mode 100644 index 00000000..bd86b918 Binary files /dev/null and b/docs/assets/fAIr2.jpg differ diff --git a/docs/assets/fair 3.png b/docs/assets/fair 3.png new file mode 100644 index 00000000..a1a1c3d1 Binary files /dev/null and b/docs/assets/fair 3.png differ