Timeline

README.md

@@ -9,5 +9,47 @@
 
 Our goal is to help visually impaired people to become more independent.
 
+## Pitch Video
+
+<p align="center">
+  <a href="https://www.youtube.com/watch?v=a6ABuAaqgfA">
+    <img width="450" src="https://i.ytimg.com/vi/a6ABuAaqgfA/maxresdefault.jpg"/>
+    <br>
+    Link to the pitch video on YouTube
+  </a>
+<p>
+
+## Story behind the project
+
+> “Our youngest daughter, Sofia, drove us to create this project. Sofia, was born prematurely, from birth we fought for her life, they tried as much as possible to save her eyesight. In consequence of 12 operations, we were able to save Sofia's light perception. But this is not enough, in order to live a full-fledged life on her own, she needs outside help.”
+> 
+> ‒ Damira Nurmukhambetova
+  
+## Project Time Line
+
+<dl>
+  <dt>Nov 2019</dt>
+  <dd>We began brainstorming on the ideas.</dd>
+
+  <dt>Dec 2019</dt>
+  <dd>First demo made using KNN algorithm on images.</dd>
+
+  <dt>Apr 2020</dt>
+  <dd>Classification MobileNetv2 model trained with transfer learning.</dd>
+
+  <dt>May 2020</dt>
+  <dd>Third place finalists at HackDay 2020. First funding of the project.</dd>
+
+  <dt>Jul 2020</dt>
+  <dd>Finalists across the Aisa continent at <a href='https://www.curiositymachine.org/about/'>Technovation Famlies</a>.</dd>
+
+  <dt>Jan 2022</dt>
+  <dd>Change from image classification to object detection (<a href='https://tfhub.dev/tensorflow/tfjs-model/ssd_mobilenet_v2/1/default/1'>SSD Mobile Netv2</a>). Change from naming everything to search for an object task. </dd>
+
+  <dt>Jan 2022 – Now</dt>
+  <dd>OCR functionality with <a href='https://tesseract.projectnaptha.com/'>Tesseract</a>.</dd>
+
+</dl>
+
 ## License
 All of the codebase is **MIT Licensed** unless otherwise stated.