| import numpy as np | |
| type = ['stroking', 'tapping', 'pressing', 'scratching', 'pinch', 'poke', 'grip', 'squeeze', 'knead', 'beat'] | |
| labels = [] | |
| datas = [] | |
| datamans = ['0', '1', '2', '3'] | |
| for i in range(len(type)): | |
| for dataman in datamans: | |
| data_path = './dataset/man' + dataman + '/' + type[i] + '_man' + dataman + '.npy' | |
| data_samples = np.load(data_path) | |
| for j in data_samples: | |
| j = j.astype(np.int32) | |
| j = np.expand_dims(j, axis=0) | |
| datas.append(j) | |
| labels.append(i) | |
| datas = np.array(datas, dtype=np.int32) | |
| labels = np.array(labels, dtype=np.int32) | |