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facial-keypoint-detection-udacity
facial-keypoint-detection-udacity PublicUdacity project. Uses a CNN to detect facial keypoints in an image. Combines this with Haar Cascades to isolate faces in an image and then detect their keypoints.
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HMM-POS-Tagger-udacity
HMM-POS-Tagger-udacity PublicUdacity project. Compares two POS tagging models: A most-frequent-class tagger and a Hidden Markov Model.
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machine-translation-udacity
machine-translation-udacity PublicUdacity project. Machine translation from English to French on a toy dataset using a DNN with embedding and bidirectional RNN layers.
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DNN-Speech-Recognizer-Udacity
DNN-Speech-Recognizer-Udacity PublicUdacity project. Trains multiple architectures for ASR acoustic models and compares them.
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SpeechTextValidation
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dog-breed-classification-udacity
dog-breed-classification-udacity PublicUdacity project. Uses transfer learning to create a dog breed classifier from VGG16. Takes in an image and returns the dog breed or what dog a person looks like.
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