Python Classification.Classifier示例

示例#1

 def train_ANN(
         self):  #training neural networks with examples from chars74k-lite
     self.classification = Classification.Classifier()
     self.classification.train_neural_network()
     _ = joblib.dump(self.classification.network,
                     "classification_weights.pkl",
                     compress=9)

示例#2

def main():
    classification = Classification.Classifier()  #Classification part
    classification.do_knn()
    classification.do_svm()
    classification.do_random_forest()
    classification.do_neural_network()
    detection = Detection.Detector()  #sliding window and classification
    detection.run()

示例#3

 def load_weights(self):  #used for mobility in testing
     self.classification = Classification.Classifier()
     self.classification.network = joblib.load("classification_weights.pkl")