손가락 인식 코드

Question

import cv2import mediapipe as mpimport numpy as npfrom numpy.lib.function_base import anglefrom sklearn import neighbors max_num_hands &#61; 1gesture &#61; {0:'fist',1:'one',2:'two',3:'three',4:'four',5:'five',6:'six', 7:'rock', 8:'spiderman', 9:'yeah', 10:'ok', } rps_gesture &#61; {0: 'rock', 5:'paper', 9:'scissors'} #Mediamp_hands &#61; mp.solutions.handsmp_drawing &#61; mp.solutions.drawing_utilshands &#61; mp_hands.Hands( max_num_hands &#61;max_num_hands, min_detection_confidence &#61; 0.5, min_tracking_confidence &#61; 0.5,) from sklearn.neighbors import KNeighborsClassifier#Gesture R modelfile &#61;np.genfromtxt('../data/disc/gesture_train.csv',delimiter&#61;',')angle &#61;file[:,:-1].astype(np.float32)label &#61;file[:,-1].astype(np.float32)knn &#61; KNeighborsClassifier(n_neighbors&#61;2)knn.fit(angle,label) cap &#61; cv2.imread('../data/disc/nor/0.jpg') if cap is not None: cap&#61; cv2.flip(cap, 1) cap &#61; cv2.cvtColor(cap,cv2.COLOR_BGR2RGB) results &#61;hands.process(cap) cap &#61;cv2.cvtColor(cap, cv2.COLOR_RGB2BGR) cv2.imshow('IMG', cap) # 읽은 이미지를 화면에 표시 --- ③else: print('No image file.') if results.multi_hand_landmarks is not None: for res in results.multi_hand_landmarks: joint &#61;np.zeros((21,3)) for j, lm in enumerate(res.landmark): joint[j] &#61; [lm.x, lm.y, lm.z] v1 &#61; joint[[0,1,2,3,0,5,6,7,0,9,10,11,0,13,14,15,0,17,18,19],:]v2 &#61;joint[[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20],:]v &#61; v2 - v1v&#61; v/ np.linalg.norm(v, axis&#61;1)[:,np.newaxis] angle &#61;np.arccos(np.einsum('nt,nt->n',v[[0,1,2,4,5,6,8,9,10,12,13,14,16,17,18],:],v[[1,2,3,5,6,7,9,10,11,13,14,15,7,18,19],:])) angle &#61;np.degrees(angle) data &#61;np.array([angle], dtype&#61;np.float32)ret, results, neighbors, dist&#61;knn.kneighbors(data, 3)idx &#61;int(results[0][0]) #Drawif idx in rps_gesture.keys(): cv2.putText(cap, text&#61;rps_gesture[idx].upper(), org&#61;(int(res.landmark[0].x * cap.shapep[1]) , int(res.landmark[0].y * cap.shape[0] &#43; 20)), fontFace&#61;cv2.FONT_HERSHEY_SIMPLEX, fontScale&#61;1, color&#61;(255,255,255), thickness&#61;2) File &#34;d:\study\personal\single.py&#34;, line 70, in <module> ret, results, neighbors, dist&#61;knn.kneighbors(data, 3) ValueError: not enough values to unpack (expected 4, got 2) PS D:\study> 코드에서 이렇게 에러가 뜨는데 잡을수가 없어요 ㅣ.,,,,

손가락 인식 코드

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