Update README.md

README.md

@@ -1,4 +1,14 @@
-'RawData/labels.txt': include all the activity labels available for the dataset (1 per row).
+Human Activity Recognition (HAR) using smartphones dataset and an LSTM RNN. Classifying the type of movement amongst six categories:
+- WALKING,
+- WALKING_UPSTAIRS,
+- WALKING_DOWNSTAIRS,
+- SITTING,
+- STANDING
+
+The experiments have been carried out with a group of 16 volunteers within an age bracket of 19-26 years. Each person performed five activities (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING) wearing a smartphone (Samsung Galaxy S8) in the pucket. Using its embedded accelerometer and gyroscope, we captured 3-axial linear acceleration and 3-axial angular velocity at a constant rate of 50Hz. The experiments have been video-recorded to label the data manually. 
+
+```bash
+'raw_data/labels.txt': include all the activity labels available for the dataset (1 per row).
    Column 1: experiment number ID,
    Column 2: user number ID,
    Column 3: activity number ID
@@ -6,8 +16,9 @@
    Column 5: Label end point (in number of signal log samples)
 
 activity_type:
-1 WALKING
-2 WALKING_UPSTAIRS
-3 WALKING_DOWNSTAIRS
-4 SITTING
-5 STANDING
+ 1 WALKING
+ 2 WALKING_UPSTAIRS
+ 3 WALKING_DOWNSTAIRS
+ 4 SITTING
+ 5 STANDING
+```