Adding new model
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@@ -20,16 +20,23 @@ cap = cv2.VideoCapture(0)
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keypoints = []
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spoter_model = SPOTER(num_classes=5, hidden_dim=len(LANDMARKS) *2)
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spoter_model.load_state_dict(torch.load('models/spoter_56.pth'))
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spoter_model = SPOTER(num_classes=12, hidden_dim=len(LANDMARKS) *2)
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spoter_model.load_state_dict(torch.load('models/spoter_57.pth'))
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m = {
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0: "A",
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1: "B",
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2: "C",
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3: "D",
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4: "E"
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}
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4: "E",
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5: "F",
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6: "G",
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7: "H",
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8: "I",
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9: "J",
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10: "K",
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11: "L",
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}
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while True:
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# Read a frame from the webcam
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@@ -117,6 +124,9 @@ while True:
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mp_drawing.draw_landmarks(frame, results.right_hand_landmarks, mp_holistic.HAND_CONNECTIONS)
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mp_drawing.draw_landmarks(frame, results.pose_landmarks, mp_holistic.POSE_CONNECTIONS)
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# frame to rgb
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frame = cv2.cvtColor(frame, cv2.COLOR_RGB2BGR)
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# Show the frame
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cv2.imshow('MediaPipe Hands', frame)
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