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大小: 5KB文件類型: .zip金幣: 1下載: 0 次發(fā)布日期: 2021-01-03
- 語(yǔ)言: Python
- 標(biāo)簽: alexnet??tensorflow??
資源簡(jiǎn)介
python3 tensorflow平臺(tái)下 alexnet訓(xùn)練與預(yù)測(cè)源碼,親測(cè)ok
代碼片段和文件信息
import?numpy?as?np
import?os
import?cv2
class?Dataset:
????def?__init__(self?imagePath?extensions):
????????self.data?=?createImageList(imagePath?extensions)
????????np.random.shuffle(self.data)
????????self.num_records?=?len(self.data)
????????self.next_record?=?0
????????self.labels?self.inputs?=?zip(*self.data)
????????category?=?np.unique(self.labels)
????????self.num_labels?=?len(category)
????????self.category2label?=?dict(zip(category?range(len(category))))
????????self.label2category?=?{l:?k?for?k?l?in?self.category2label.items()}
????????#?Convert?the?labels?to?numbers
????????self.labels?=?[self.category2label[l]?for?l?in?self.labels]
????def?__len__(self):
????????return?self.num_records
????def?onehot(self?label):
????????v?=?np.zeros(self.num_labels)
????????v[la
?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件????????4203??2017-12-20?08:55??importData.py
?????文件????????3468??2016-07-07?16:47??inference.py
?????文件?????????720??2016-07-07?16:47??predict_image.py
?????文件????????1088??2017-12-20?09:49??test.py
?????文件????????2589??2017-12-20?09:17??train.py
?????文件?????????170??2016-07-07?16:47??README.md
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