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.gitattributes

@@ -53,3 +53,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.jpeg filter=lfs diff=lfs merge=lfs -text
 *.webp filter=lfs diff=lfs merge=lfs -text
+trainingData_1713658647.txt filter=lfs diff=lfs merge=lfs -text
+trainingData_1713658890.txt filter=lfs diff=lfs merge=lfs -text

main.py

@@ -0,0 +1,65 @@
+import time
+import numpy as np
+from PIL import ImageGrab
+import keyboard
+
+
+def capture_screen():
+    start_time = 0
+    filename = ''
+
+    while True:
+        if keyboard.is_pressed('F7') and start_time == 0:  # Check if F7 is pressed to start capturing
+            start_time = int(time.time())  # Record start time
+            filename = 'trainingData_{}.txt'.format(start_time)
+            break
+
+    while True:
+        try:
+            if keyboard.is_pressed('F8'):  # Check if F7 is pressed to stop capturing
+                break
+
+            # Capture entire screen
+            screenshot = ImageGrab.grab()
+
+            # Resize to 128x128
+            screenshot = screenshot.resize((128, 64))
+
+            # Convert to grayscale
+            grayscale_img = screenshot.convert('L')
+
+            # Convert image to numpy array
+            grayscale_array = np.array(grayscale_img)
+
+            # Normalize pixel values between 0 and 1 and round to 2 decimal places
+            grayscale_array = np.round(grayscale_array / 255.0, 1)
+
+            # Flatten array to 1D
+            flattened_array = grayscale_array.flatten()
+
+            # Save the image with two decimal place precision
+            screenshot.save('captured_image.png')
+
+            # Capture WASD keys
+            keys = [
+                int(keyboard.is_pressed(key)) for key in ['w', 'a', 's', 'd']
+            ]
+
+            # Append to training data file with Unix time
+            with open(filename, 'a') as f:
+                f.write("{data}\n")
+                f.write(str(flattened_array.tolist()) + '\n')
+                f.write("{action}\n")
+                f.write(str(keys) + '\n')
+
+            # Wait for 0.1 seconds
+            time.sleep(0.1)
+
+        except KeyboardInterrupt:
+            print("Stopping screen capture.")
+            break
+
+
+if __name__ == "__main__":
+    while True:
+        capture_screen()

trainingData_1713658647.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa81df1205904b51b7e0affbf1302ffd770070ee40c5d68e69b2e55c0f559f9a
+size 12298200

trainingData_1713658890.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93e79757316b89957b325685992bbfd4c7ff1f30c6815622f526736b3b0bfa02
+size 11560308