From 02a441500addd71cc5e97ce1b067dd5e84a10c1c Mon Sep 17 00:00:00 2001
From: Stavros Piperakis <st.pepperman@gmail.com>
Date: Thu, 31 Mar 2022 18:00:43 +0300
Subject: [PATCH] Small changes in ReadMe
---
README.md | 8 ++++----
1 file changed, 4 insertions(+), 4 deletions(-)
diff --git a/README.md b/README.md
index fe10a90..60cfb21 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
## What is SignTrack
-SignTrack is a sign language transcriber. It analyzes, processes, and recognizes sign language in real-time, with exceptional accuracy and efficiency. From transforming signs to text to helping you learn sign language through its application in interactive learning, SignTrack helps make computers more open for everyone by taking a human-centric approach to computing.
+SignTrack is a sign language transcriber. It analyzes, processes, and recognizes sign language in real-time, with exceptional accuracy and efficiency. SignTrack helps make computers more open for everyone by taking a human-centric approach to computing.
<br />
@@ -29,7 +29,7 @@ SignTrack utilizes a state-of-the-art LSTM model that predicts based on a sequen
## Showcase
-## Data Collection
+### Data Collection
Making the data collecting experience friendlier for the user has been one of our top priorities. That's why we made sure to create an easy-to-use data collection user interface, even for those with minimal coding skills.
@@ -37,7 +37,7 @@ Data plays a fundamental role in creating a great model that's both accurate and
Another feature of SignTrack Data Collect is flipping the image to generate data as if you signed with the other hand too! Creating a model that can make equally accurate predictions on both hands.
-Privacy is at the center of SignTrack. All of the collected data is free of personal data, like raw images or computer specifications. Making users feel more comfortable exchanging datasets.
+Privacy is at the center of SignTrack. The collected data is free of personal data, like raw images. It only stores numerical values of the keypoint positions as NumPy arrays, making users feel more comfortable exchanging datasets.
<p align="center">
<img src="Assets/readme/Collecting1.gif">
@@ -73,7 +73,7 @@ The consistent, unique, and identifiable design continues on the main program wh
## Dataset
-SignTrack comes with an expansive dataset, consisted of 193,945 collected keypoint sets for ASL. The given model, which is trained on this dataset, is recommended to be used on web cameras on or above head height. If the given model does not perform as expected you can always add more data using DataCollect. When creating your dataset remember to make sure to try signing from different angles and positions to create a more generalized model, that will work on a broader spectrum of angles.
+SignTrack comes with a dataset, consisted of 193,945 collected keypoint sets for ASL, and can be easily extended. If the given model does not perform as expected you can always add more data using DataCollect. When creating your dataset remember to make sure to try signing from different angles and positions to create a more generalized model, that will work on a broader spectrum of angles.
### Illustration
--
GitLab