We are a professional team focusing on machine learning R&D and AI applications including image/video data, text/natural language data and business data analysis:
# Machine Learning and pattern recognition:
Neural networks and deep learning (e.g. CNN, R-CNN, Fast R-CNN, ResNet)
Clustering (e.g. automatic hierarchical clustering)
Classification (e.g. SVM, decision trees, Bayes classifier)
Regression (e.g. linear/nonlinear regression)
Reinforcement learning (e.g. brute force, value function)
# Image/video data mining:
Image feature extraction/segmentation
Object detection
Object tracking
Motion recognition
# Text mining/language data mining:
Web data scraping/site crawling
Text categorization
Semantic analysis
# General data analytics:
Business/Industrial big data analysis
Data visualization and analysis
# Mathematics:
Optimization
Mathematics modelling