panyuxin2020's starred repositories
Apple-Segmentation-FCN
Apple Segmentation with FCN
MinneApple
A Benchmark Dataset for Apple Detection and Segmentation
Mask_R_CNN_in_Fruit_Counting
Applications of AI and Computer Vision in Agriculture-Fruit recognition, localization and segmentation
mask-rcnn-keras
这是一个mask-rcnn的库，可以用于训练自己的实例分割模型。
Deep-fractional-BP-neural-networks
This is the code of the paper "Fractional-Order Deep Backpropagation Neural Network".
Deep-Learning-Algorithm
Keras framework based on TensorFlow is used to build common deep learning network models, including BP, CNN, LSTM, etc
Airline-Passenger-Satisfaction
Determining the important factors that influences the customer or passenger satisfaction of an airlines using CRISP-DM methodology in Python and RapidMiner.
Academic_Success_Predictions
This project is a web page that hosts a Deep Neural Network that predicts if a student will pass a class and takes in various inputs about the students like how many classes that they have failed, parent’s jobs, alcohol consumption, study time, etc. The data was located in an AWS S3 Bucket and I used PostreSQL to perform ETL with the cleaned data put into my AWS RDS. We decided to go with a DNN for our machine learning model because we built and tested several different models and the DNN consistently produced the highest accuracy scores.