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大小: 2.1MB文件類型: .rar金幣: 2下載: 1 次發布日期: 2023-10-01
- 語言: Python
- 標簽: 人工智能??深度學習??Tensorflow??人臉識別??
資源簡介
該代碼使用Tensorflow r1.7在Ubuntu 14.04下使用Python 2.7和Python 3.5進行測試。代碼中包含測試用例。模型使用固定圖像標準化。在中科院自動化所,WebFace數據集已經被用于訓練。該面部檢測后,該訓練集包括總共453 453個圖像,超過10 575個身份。如果在訓練之前過濾了數據集,則可以看到一些性能改進。有關如何完成此操作的更多信息將在稍后提供。性能最佳的模型已經在VGGFace2數據集上進行了訓練,該數據集由~ 3.3M面和~9000個類組成。提供了幾個預訓練模型。請注意,模型的輸入圖像需要使用固定圖像標準化進行標準化

代碼片段和文件信息
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
????.......??????1080??2018-04-17?01:32??face_Tensorflow\.gitignore
????.......???????361??2018-04-17?01:32??face_Tensorflow\.project
????.......???????461??2018-04-17?01:32??face_Tensorflow\.pydevproject
????.......?????13765??2018-04-17?01:32??face_Tensorflow\.pylintrc
????.......???????458??2018-04-17?01:32??face_Tensorflow\.travis.yml
????.......??????5519??2018-04-17?01:32??face_Tensorflow\contributed\batch_represent.py
????.......??????8541??2018-04-17?01:32??face_Tensorflow\contributed\cluster.py
????.......??????9733??2018-04-17?01:32??face_Tensorflow\contributed\clustering.py
????.......??????8585??2018-04-17?01:32??face_Tensorflow\contributed\export_embeddings.py
????.......??????5934??2018-04-17?01:32??face_Tensorflow\contributed\face.py
????.......??????6182??2018-04-17?01:32??face_Tensorflow\contributed\predict.py
????.......??????3413??2018-04-17?01:32??face_Tensorflow\contributed\real_time_face_recognition.py
????.......?????????0??2018-04-17?01:32??face_Tensorflow\contributed\__init__.py
????.......?????13219??2018-04-17?01:32??face_Tensorflow\data\images\Anthony_Hopkins_0001.jpg
????.......?????13032??2018-04-17?01:32??face_Tensorflow\data\images\Anthony_Hopkins_0002.jpg
????.......???????108??2018-04-17?01:32??face_Tensorflow\data\learning_rate_retrain_tripletloss.txt
????.......???????104??2018-04-17?01:32??face_Tensorflow\data\learning_rate_schedule_classifier_casia.txt
????.......???????107??2018-04-17?01:32??face_Tensorflow\data\learning_rate_schedule_classifier_msceleb.txt
????.......???????107??2018-04-17?01:32??face_Tensorflow\data\learning_rate_schedule_classifier_vggface2.txt
????.......????155335??2018-04-17?01:32??face_Tensorflow\data\pairs.txt
????.......????????88??2018-04-17?01:32??face_Tensorflow\requirements.txt
????.......??????8302??2018-04-17?01:32??face_Tensorflow\src\align\align_dataset_mtcnn.py
????.......?????27368??2018-04-17?01:32??face_Tensorflow\src\align\det1.npy
????.......????401681??2018-04-17?01:32??face_Tensorflow\src\align\det2.npy
????.......???1557360??2018-04-17?01:32??face_Tensorflow\src\align\det3.npy
????.......?????31695??2018-04-17?01:32??face_Tensorflow\src\align\detect_face.py
????.......?????????0??2018-04-17?01:32??face_Tensorflow\src\align\__init__.py
????.......??????6024??2018-04-17?01:32??face_Tensorflow\src\calculate_filtering_metrics.py
????.......??????8113??2018-04-17?01:32??face_Tensorflow\src\classifier.py
????.......??????5510??2018-04-17?01:32??face_Tensorflow\src\compare.py
............此處省略80個文件信息
-----------?---------??----------?-----??----
????.......??????1080??2018-04-17?01:32??face_Tensorflow\.gitignore
????.......???????361??2018-04-17?01:32??face_Tensorflow\.project
????.......???????461??2018-04-17?01:32??face_Tensorflow\.pydevproject
????.......?????13765??2018-04-17?01:32??face_Tensorflow\.pylintrc
????.......???????458??2018-04-17?01:32??face_Tensorflow\.travis.yml
????.......??????5519??2018-04-17?01:32??face_Tensorflow\contributed\batch_represent.py
????.......??????8541??2018-04-17?01:32??face_Tensorflow\contributed\cluster.py
????.......??????9733??2018-04-17?01:32??face_Tensorflow\contributed\clustering.py
????.......??????8585??2018-04-17?01:32??face_Tensorflow\contributed\export_em
????.......??????5934??2018-04-17?01:32??face_Tensorflow\contributed\face.py
????.......??????6182??2018-04-17?01:32??face_Tensorflow\contributed\predict.py
????.......??????3413??2018-04-17?01:32??face_Tensorflow\contributed\real_time_face_recognition.py
????.......?????????0??2018-04-17?01:32??face_Tensorflow\contributed\__init__.py
????.......?????13219??2018-04-17?01:32??face_Tensorflow\data\images\Anthony_Hopkins_0001.jpg
????.......?????13032??2018-04-17?01:32??face_Tensorflow\data\images\Anthony_Hopkins_0002.jpg
????.......???????108??2018-04-17?01:32??face_Tensorflow\data\learning_rate_retrain_tripletloss.txt
????.......???????104??2018-04-17?01:32??face_Tensorflow\data\learning_rate_schedule_classifier_casia.txt
????.......???????107??2018-04-17?01:32??face_Tensorflow\data\learning_rate_schedule_classifier_msceleb.txt
????.......???????107??2018-04-17?01:32??face_Tensorflow\data\learning_rate_schedule_classifier_vggface2.txt
????.......????155335??2018-04-17?01:32??face_Tensorflow\data\pairs.txt
????.......????????88??2018-04-17?01:32??face_Tensorflow\requirements.txt
????.......??????8302??2018-04-17?01:32??face_Tensorflow\src\align\align_dataset_mtcnn.py
????.......?????27368??2018-04-17?01:32??face_Tensorflow\src\align\det1.npy
????.......????401681??2018-04-17?01:32??face_Tensorflow\src\align\det2.npy
????.......???1557360??2018-04-17?01:32??face_Tensorflow\src\align\det3.npy
????.......?????31695??2018-04-17?01:32??face_Tensorflow\src\align\detect_face.py
????.......?????????0??2018-04-17?01:32??face_Tensorflow\src\align\__init__.py
????.......??????6024??2018-04-17?01:32??face_Tensorflow\src\calculate_filtering_metrics.py
????.......??????8113??2018-04-17?01:32??face_Tensorflow\src\classifier.py
????.......??????5510??2018-04-17?01:32??face_Tensorflow\src\compare.py
............此處省略80個文件信息
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