Smart Camera

• Frameworks: OpenCV, Scikit-image, Pillow, Tensorflow, Keras, Pytorch
• Model Types: Object Detection, Image Classification, Image Segmentation, Pose Estimation, Image Captioning, Style Transfer, Super Resolution
• Edge AI: Tensorflow Lite, Pytorch Mobile, OpenVINO, NVIDIA Jetson, Edge Impulse, Caffe 2, MXNet
• Cloud AI: AWS Rekognition, AWS, Kinesis, Azure Cognitive Service, GCP AutoML Vision

Deep Learning

• Models: CNN, RNN, GAN, LSTM, Autoencoders, Transformers & Latent Analysis
• Frameworks: Tensorflow, Keras, P

Math & Statistics ML

• Supervised learning: Linear Regression, SVM, Decision Tree, Gradient Boosted, LDA, UMAP
• Unsupervised learning: PCA, t-SNE, UMAP, KNN, k-means clustering, Hierarchical clustering
• Reinforcement learning: Markov decision process, Q-Learning and Deep Q-Networks
• Mel-Spectrograms, Sound waves processing, Fourier Transform, Dynamic Time Warping, Hubert

MLaaS/Mlops

• SAS
• Google Cloud AI
• Microsoft Azure AI
• AWS AI

Predictive Analytics

• Regression
• Classification
• Clustering
• Time Series

People counting

Indochina Plaza Hanoi

People detection

Motoyawata Station

Truck monitoring

Vung Tau Beachrock

Slot management

Tan Son Nhat Airport Warehouse

Smart locker

Emart, Lotte Shopping Mall

OCR for Medical devices/paper

GoCare Remote Health Monitoring