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11 changes: 11 additions & 0 deletions .vscode/settings.json
Original file line number Diff line number Diff line change
@@ -0,0 +1,11 @@
{
"workbench.colorCustomizations": {
"[One Dark Pro Mix]": {
"activityBar.activeBackground": "#393E46",
"activityBar.activeBorder": "#E7F6F2",
"activityBar.background": "#222831"
},
"minimap.background": "#00000000",
"scrollbar.shadow": "#00000000"
}
}
12 changes: 9 additions & 3 deletions engine/train/collect_imgs.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,8 +2,15 @@

import cv2


# CONSTANT
ORG = (100, 50)
FONT = cv2.FONT_HERSHEY_SIMPLEX
FONTSCALE = 1.3
COLOR = (0, 255, 0)
THICKNESS = 3
LINETYPE = cv2.LINE_AA
DATA_DIR = './data'

if not os.path.exists(DATA_DIR):
os.makedirs(DATA_DIR)

Expand All @@ -21,8 +28,7 @@
done = False
while True:
ret, frame = cap.read()
cv2.putText(frame, 'Ready? Press "Q" ! :)', (100, 50), cv2.FONT_HERSHEY_SIMPLEX, 1.3, (0, 255, 0), 3,
cv2.LINE_AA)
cv2.putText(frame, 'Ready? Press "Q" ! :)', ORG, FONT, FONTSCALE, COLOR, THICKNESS, LINETYPE)
cv2.imshow('frame', frame)
if cv2.waitKey(25) == ord('q'):
break
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13 changes: 4 additions & 9 deletions engine/train/create_dataset.py
Original file line number Diff line number Diff line change
Expand Up @@ -29,17 +29,12 @@
if results.multi_hand_landmarks:
for hand_landmarks in results.multi_hand_landmarks:
for i in range(len(hand_landmarks.landmark)):
x = hand_landmarks.landmark[i].x
y = hand_landmarks.landmark[i].y

x_.append(x)
y_.append(y)
x_.append(hand_landmarks.landmark[i].x)
y_.append(hand_landmarks.landmark[i].y)

for i in range(len(hand_landmarks.landmark)):
x = hand_landmarks.landmark[i].x
y = hand_landmarks.landmark[i].y
data_aux.append(x - min(x_))
data_aux.append(y - min(y_))
data_aux.append(hand_landmarks.landmark[i].x - min(x_))
data_aux.append(hand_landmarks.landmark[i].y - min(y_))

data.append(data_aux)
labels.append(dir_)
Expand Down