No | PROJECTS | INDUSTRIES | USED TECHNOLOGIES |
---|
1 |
Using AI in auto-parking |
Transportation |
N/A |
---|
2 |
Using AI to inspect product surfaces |
Manufacturing |
Computer Graphics Rendering |
---|
3 |
Using AI to estimate traffic flow |
Transportation |
N/A |
---|
4 |
Using AI to detect sleepy driver while driving |
Automotive |
Active Contour |
---|
5 |
Using AI to detect license plate |
Transportation |
N/A |
---|
6 |
Using AI to detect the difference between wiring harness diagrams to optimize automotive design and manufacturing efforts |
Automotive |
Graph Matching, OCR, YOLO |
---|
7 |
Using AI in image segmentation among road for vehicle, pavement for pedestrian |
Public |
Cascade Classifier, CNN, Multiple People Tracking, YOLO |
---|
8 |
Using sensor-fusion and AI / Deep Learning in automous driving |
Automotive |
Behavioral Cloning, CNN, Depth Camera, Embedded, GPS, Lidar, Reinforcement Learning |
---|
9 |
CATIA model judgement (building AI models to justify the completeness of automotive parts CAD diagrams compared with their clay model images) |
Automotive |
Feature Engineering + CNN |
---|
10 |
Using AI to recognize 128 key points of human faces from videos on dash camera |
Manufacturing Automotive |
N/A |
---|
11 |
Using sensor-fusion and AI / Deep Learning in automous driving |
Automotive |
Behavioral Cloning, CNN, Depth Camera, Embedded, GPS, Lidar, Reinforcement Learning |
---|
12 |
Bulk Material Combustion Warning System using thermal camera |
Manufacturing |
LSTM |
---|
13 |
Using AI to transform raster images to vector format |
Manufacturing |
CNN Hough Transform, Graph Theory |
---|
14 |
Using AI to detect smoke and fire |
Manufacturing, Public |
N/A |
---|
15 |
Using AI to detect soldering defects in electric circuits; rust; defects on surfaces of products |
Manufacturing |
Anomaly Detection, CNN, DCGAN |
---|
16 |
Causality Inference (Research, implement and write report on the survey data) |
Productivity Tool |
Causal Generative Neural Networks(CGNN), Pytorch, Structural Agnostic Model (SAM) |
---|
17 |
Anomaly detection for values in databases |
Banking |
Algorithms: variance, standard deviation, z-score |
---|
18 |
Neural machine translation with attention |
Productivity Tool |
Bi-direction RNN, LSTM |
---|
19 |
Using AI to extract data from house design drawings |
Construction |
OCR |
---|
20 |
Causality Inference (Research, implement and write report on the survey data) |
Productivity Tool |
Causal Generative Neural Networks(CGNN), Pytorch, Structural Agnostic Model (SAM) |
---|