| No | PROJECTS | INDUSTRIES | USED TECHNOLOGIES |
|---|
| 1 |
Using AI to classify people based on their gaits |
Public |
Energy Gait Image |
|---|
| 2 |
Satellite Image Segmentation |
Public |
N/A |
|---|
| 3 |
People Tracking With Heat Map Using 3D Camera |
Public |
N/A |
|---|
| 4 |
Using AI to detect meaningful actions of human |
Public |
Autoencoder, PoseNet |
|---|
| 5 |
Using AI to count people |
Public |
CNN |
|---|
| 6 |
Rip Current Detection |
Public |
YoloV3 |
|---|
| 7 |
Using AI to estimate object density |
Public |
CNN + LSTM (Spatial Coherence) |
|---|
| 8 |
UTOP Recommender System: Apply for smart menu of Utop application AI model that computing the similarity between users/ items and returning the selective products users might be interested in |
Retail |
Graph-based Recommendation based on CF framework. Real-time & batch job processing. Use Neo4j; Kafka scaling by Azure K8s |
|---|
| 9 |
Using AI to detect promotion cheating (free shipping) of shops on digital retail platforms |
Retail |
ANN, Random Forest, XGBoost |
|---|
| 10 |
Estimate required material for sushi restaurant based on historical data |
Logistic |
Autoencoder, Random Forest |
|---|
| 11 |
Data analytics platform to analyze user behaviors |
Retail |
Big Data, Cloud, Data Analytics, Data Enrichment, Data Lake |
|---|
| 12 |
Using AI to optimize warehouse picking time |
Logistic |
Simulated Annealing |
|---|
| 13 |
Using AI to estimate pharmacies in inventory visualizing the supply chain |
Logistic |
AWS Sagemaker, EDA, LSTM |
|---|
| 14 |
ChiraBot – an automation solution for printing and publising |
Publishing |
N/A |
|---|
| 15 |
Using AI to classify customers base on marketing surveys |
Marketing |
LightGBM, XGBoost |
|---|
| 16 |
Supervised campaign entry verification system: to read the scanned bills and check if they are fake or manipulated |
Marketing |
Forceplot, Randomforest |
|---|
| 17 |
News Monitoring System |
Marketing |
N/A |
|---|
| 18 |
Social listening / sentiment analysis |
Marketing |
GRU, LSTM |
|---|
| 19 |
Yet another Amazon Go |
Retail |
CNN, Face Recognition, Multiple Camare Tracking, Pose Tracking |
|---|
| 20 |
Using AI to recognize the empty shelves in CVS |
Retail |
FasterRCNN |
|---|
