import cv2
import gradio as gr
import mediapipe as mp
mp_drawing = mp.solutions.drawing_utils
mp_drawing_styles = mp.solutions.drawing_styles
mp_hands = mp.solutions.hands

# For static images:
def fun(img):
  print(type(img))
  with mp_hands.Hands(static_image_mode=True,max_num_hands=2,min_detection_confidence=0.5) as hands:
    #for idx, file in enumerate(IMAGE_FILES):
      # Read an image, flip it around y-axis for correct handedness output (see
      # above).
    #cv2.imwrite('img.png',img[:,:,::-1])
    #image = cv2.flip(cv2.imread('./img.png'), 1)
    image = cv2.flip(img[:,:,::-1], 1)
    # Convert the BGR image to RGB before processing.
    results = hands.process(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
    print(type(results.multi_handedness))
    if results.multi_handedness == None:
      return(cv2.imread('nohands.png'))
    # Print handedness and draw hand landmarks on the image.
    print('Handedness:', results.multi_handedness)
    #if not results.multi_hand_landmarks:
    #  continue
    
    image_height, image_width, _ = image.shape
    annotated_image = image.copy()
    for hand_landmarks in results.multi_hand_landmarks:
      print('hand_landmarks:', hand_landmarks)
      print(
          f'Index finger tip coordinates: (',
          f'{hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_TIP].x * image_width}, '
          f'{hand_landmarks.landmark[mp_hands.HandLandmark.INDEX_FINGER_TIP].y * image_height})'
      )
      mp_drawing.draw_landmarks(
          annotated_image,
          hand_landmarks,
          mp_hands.HAND_CONNECTIONS,
          mp_drawing_styles.get_default_hand_landmarks_style(),
          mp_drawing_styles.get_default_hand_connections_style())
    res = cv2.flip(annotated_image, 1)
    #cv2.imwrite('res.png',res[:,:,::-1])
    print(res.shape)
    return res[:,:,::-1]
    
image = gr.inputs.Image(source='webcam')
keypoint = gr.outputs.Image()
examples = ['ex1.jpg']


intf = gr.Interface(fn=fun, inputs=image, outputs=keypoint,examples=examples)
intf.launch(inline=False,debug=True)