Achievements

Achievements

Since the very first projects 10 years ago, FPT’s AI services have been helping organizations streamline, unlock the potential and conquer new heights. Never content with the status quoperationso, we constantly improve, innovate and tailor our projects to best suit the changing business climate.
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Projects by industries

Manufacturing/Automotive/Transportation
Public/Ultilities
Healthcare
Retail/Logistics/Marketing
Finance/Insurance/Banking
Productivity tool
Leisure/Entertainment
Construction/Real estate
Others

AI projects by FPT

No PROJECTS INDUSTRIES USED TECHNOLOGIES
1 Using AI to detect soldering defects in electric circuits; rust; defects on surfaces of products Manufacturing DCGAN, CNN, Anomaly Detection
2 Using AI to detect smoke and fire Manufacturing, Public N/A
3 Using AI to transform raster images to vector format Manufacturing CNN Hough Transform, Graph Theory
4 Bulk Material Combustion Warning System using thermal camera Manufacturing LSTM
5 Using sensor-fusion and AI / Deep Learning in automous driving Automotive CNN, Reinforcement Learning, Behavioral Cloning, Depth Camera, GPS, Lidar, Embedded
6 Using AI to recognize 128 key points of human faces from videos on dash camera ManufacturingAutomotive N/A
7 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
8 Using sensor-fusion and AI / Deep Learning in automous driving Automotive CNN, Reinforcement Learning, Behavioral Cloning, Depth Camera, GPS, Lidar, Embedded
9 Using AI in image segmentation among road for vehicle, pavement for pedestrian Public YOLO, Multiple People Tracking, Cascade Classifier, CNN
10 Using AI to detect the difference between wiring harness diagrams to optimize automotive design and manufacturing efforts Automotive YOLO, OCR, Graph Matching
11 Using AI to detect license plate Transportation N/A
12 Using AI to detect sleepy driver while driving Automotive Active Contour
13 Using AI to estimate traffic flow Transportation N/A
14 Using AI to inspect product surfaces Manufacturing Computer Graphics Rendering
15 Using AI in auto-parking Transportation N/A
16 Using AI in train autonomous driving Transportation YOLO, FasterRCNN, Anomaly Detection
17 Using AI to detect automatic vending machines from dash-camera then automatically tag them to a map Transportation CNNYOLO, Inverse Perspective Transform, Tracking Algorithm
18 Using AI to recognize the shapes of water pipes Manufacturing CNN
19 Using AI (graph matching) to compare old and new harness diagrams Automotive Catia Extractor, Graph Matching
20 Using AI to recognize man-hole/pot-hole on road surfaces Transportation YOLO, Tracking Algorithms
21 Using AI in age and gender recognition Public CNN
22 Using AI to detect processes in wind turbines manufacturing Manufacturing CNN + LSTM (Spatial Coherence)
23 Using AI to detect empty parking lots Transportation N/A
24 Multiclass objects detection & tracking Transportation New Multiple Object Tracking Evaluation Protocol
25 Using AI/depth camera in industrial-grade laptop PC Manufacturing, Public N/A
26 Auto-labeling the bounding boxes for objects like vehicles, people, lanes etc. on dash camera Automotive N/A
27 Using AI in die-cast anomaly detection Manufacturing Random Forest, PDP, AWS, Django, Celery, Flower
28 PowerGrid inspection using AGV Utilities Autonomous Driving, CNN, Anomaly Detection
29 Traffic light, traffic sign detection Automotive YOLO, SSD
30 Realtime pedestrian detection on low-power device Transportation Customized YOLO, Embedded, NVIDIA
31 Segmentation tool for car (semi-auto) Automotive FasterRCNN
32 Factory video analytics (leak detection, accident detection, people counting, restricted area) Manufacturing CNN, YOLO
33 Solar Panel Anomaly Detection & Counting Manufacturing N/A
34 Vehicle data generation Automotive DCGAN
35 Using AI to monitor the operations in assembly lines Manufacturing Hand Detection, Pose Detection
36 Pose recognition for factory (safety) Manufacturing Pose Detection
37 Using AI to detect fissures on roads base on images Transportation YOLOv4, CNN
38 CAR Drawing P-list content application check Automotive N/A
39 P-list content check Automotive N/A
40 CAR INP CAE Post process Automotive N/A
41 C-Navi automation check Automotive N/A
42 Using AI to detect defects of battery base on their computed tomography images (battery quality inspection) Manufacturing Denoising Autoencoders
43 CNN-based methods for evaluating the quality of wheel designs Automotive 3D CNN
44 AI-based CAE quality adjustment: using AI to evaluate the quality of engine design Manufacturing Convolutional Neural Network, Customized ResNet50
45 Multiview CNN Similarity Search (building AI models to check similar design drawings extracted from multiple views) Automotive Multi-view CNN
46 Concrete Truck Classification: using AI to classify trucks Transportation Convolutional Neural Network
47 Barrier Detection: using AI to detect if position of a barrier at the entry of parking areas is correct Transportation YOLO
48 Drive Recorder Data Analytics: to calibrate car information from different sensor data Manufacturing Kalman Filter
49 Using AI to extract data from automotive design drawings Automotive OCR
50 Using AI/NLP to listen the response from market to Lexus SUVs Automotive Netbase, review text analysis
51 Using AI in text summarization, document deduplication to help users save time reading thousand of documents Productivity Tool Bert, Transformer
52 Machine anomaly detection using sound analytics Manufacturing Auto-encoder, LSTM, STFT
53 Using AI to search for closest specifications/diagrams and to analyze defects Manufacturing CNN, Anomaly Detection
54 Using AI to analyze sounds for anomaly detection Manufacturing N/A
55 Using AI in 1-D simulation Manufacturing LSTM Autoencoder
56 Using AI in ECU calibration Automotive N/A
57 Using AI in anomaly detecting base on automotive sensors Automotive Statistical Methods, PCA, Clustering, Moving Average, Isolation Forest, LSTM
58 Using AI in printer log error classification Manufacturing Random Forest, Neural Network
59 Using AI to analyze and predict the POI (point of interest) of users Automotive N/A
60 Trajectory estimation using deep learning Automotive ANN
61 Robotics Torque Sensors – Algorithms & Embedded SW development (using deep learning to measure torque) Manufacturing ANN, Fuzzy Logic
62 A Deep Learning-based Aesthetic Surgery Recommendation System Healthcare CNN Autoencoder
63 Using AI to examine skin cancer base on medical images Healthcare CNN, custumized balanced bath logic
64 Using AI to support prognosis of breast cancer finding genes related to cancers base on genetic representation information Healthcare SVM, Recursive Feature Elimination, GridSearch
65 Using AI to detect thyroid cancer Healthcare CNN, Retinanet, Optimization
66 Using AI to diagnose skin diseases Healthcare CNN
67 Using AI to improve the accuracy of medical image segmentation Healthcare ResCap (Resnet + Capsule)
68 Nail Finger Printer – segmentation of nail areas from palm images Healthcare Deep learning, image segmentation, IOS
69 Using computer vision to detect fallen people Healthcare,Manufacturing Planar Homography
70 Using AI to detect Diabetic Retinopathy Healthcare CNN
71 Cancer segmentation using Deep Learning (Pathology Image Analytic) Healthcare CNN, Faster RCNN, U-NET, CPS
72 Rust Segmentation using Deep Learning Manufacturing, Healthcare CNN, U-NET
73 PointCloud 3D (3D object classification) Healthcare, Manufacturing 33D rotational equivariance: Build a 3D filters which is rotational equivariant to recognize the any angle rotated objects in 3D space such as point cloud. Aim to improve model performance without data augmentation
74 CV for X-ray Diffraction: Using AI to classify materials base on X-ray diffraction images Healthcare Convolutional Neural Network
75 Using AI to digitalize paper documents to import to and create electric medical record. Healthcare N/A
76 Using AI in blood analyzer Healthcare N/A
77 To detect if a patient is fallen base on data sensor Healthcare Detecting the falling of human using wearable/portable device. The device was integrated with IMU sensor, and nRF52 BLE microprocessor. The signal is transmitted to user's mobile app to monitor the fall status. All data are stored on server and displayed on web app. It aims to extend for cardiovascular diseases monitoring by using ECG/PPG sensors.
78 Accelerometer data for Care job matching: using AI to monitor the age-people-caring operations in nursing homes Healthcare LSTM
79 Good Doctor Recommendation Healthcare Linear Regression
80 Using AI to evaluate the speaker in a shareholder’s meeting Finance N/A
81 Chatbot to support agencies to input information of insurance contracts Insurance Bert, Dialog management chatbot
82 Digital Officer in Banking Banking N/A
83 OCR for information extraction from medical form Insurance CTPN text detection, CTC loss deep text recognition
84 Use AI in insurance/health-care data analytics Healthcare, Insurance Double Machine Learning, GLM, Random Forest, Statistics
85 Using AI for insurance auto under-writing Insurance Decision tree models + Rule based. Web-app, back-end scheduled jobs.
86 Using AI in credit scoring Finance N/A
87 Using AI to detect insurance fraud Insurance N/A
88 Using AI to predict price of stocks Finance N/A
89 Use AI for order sheet recommendation for banks Banking Random Forest, XGBoost, LightGBM
90 Using AI to evaluate companies to invest base on their financial KPIs Finance N/A
91 Anomaly detection for values in databases Banking Algorithms: variance, standard deviation, z-score, Interquartile range
92 Store shelf camera analytics Retail Fisheye Images Undistortion Algorithm
93 Using AI to detect ships that are approaching a port Logistic N/A
94 Using AI to detect and count consumer goods Retail FasterRCNN
95 Using AI to track people from a supermarket using camera network Retail Camera Calibration, 3D Mapping
96 Using AI to recognize the empty shelves in CVS Retail FasterRCNN
97 Yet another Amazon Go Retail Multiple Camare tracking, Face Recognition, Pose Tracking, CNN
98 Social listening / sentiment analysis Marketing LSTM, GRU
99 News Monitoring System Marketing N/A
100 Supervised campaign entry verification system: to read the scanned bills and check if they are fake or manipulated Marketing randomforest, forceplot
101 Using AI to classify customers base on marketing surveys Marketing XGboost, LightGBM
102 ChiraBot – an automation solution for printing and publising Publishing N/A
103 Using AI to estimate pharmacies in inventory visualizing the supply chain Logistic EDA, LSTM, AWS Sagemaker
104 Using AI to optimize warehouse picking time Logistic Simulated Annealing
105 Data analytics platform to analyze user behaviors Retail Big Data, Data Lake, Data Analytics, Data Enrichment, Cloud
106 Estimate required material for sushi restaurant based on historical data Logistic Random Forest, Autoencoder
107 Using AI to detect promotion cheating (free shipping) of shops on digital retail platforms Retail Random Forest, XGBoost, ANN
108 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
109 Using AI to estimate object density Public CNN + LSTM (Spatial Coherence)
110 Rip Current Detection Public YoloV3
111 Using AI to count people Public CNN
112 Using AI to detect meaningful actions of human Public PoseNet, Autoencoder
113 People Tracking With Heat Map Using 3D Camera Public N/A
114 Satellite Image Segmentation Public N/A
115 Using AI to classify people based on their gaits Public Energy Gait Image
116 Using AI to recognize actions of human Public Improved Trajectories, MBH, SVM
117 Toolkit for multi-person tracking algorithms Public MOT Evaluation Toolkit
118 Using AI to recognize objects in kitchens Public YOLO
119 Using AI to detect human poses then create CG characters with sign language Public DHPIW, E3DHP, Monocular Total Capture
120 Using AI to recognize poses and analyze emotion in faces for theft detection in supermarkets Public YOLO, CNN, Pose Dection
121 Water-level measurement using camera Public CNN
122 Using AI on FPGA to recognize human poses Public Model Distillation
123 Using AI to detect wood chips fallen while transporting Public N/A
124 Using AI to detect and alarm wildfire Public N/A
125 Digitalization of weather info Public N/A
126 HSVAL-Children Protection: using AI to detect dangerous objects or obstacles; to understand emotional status and moving paths of children Public Object Detection, Object Tracking, Distance Measurement, Data Analytics, Data Processing
127 DeepLens Public N/A
128 German Voice Chatbot Public N/A
129 Using AI in reading news in Bhana and Vietnamese Public N/A
130 Using AI to estimate the household CO2 emission in one year base on their fuel usage information Utilities Regression, deep learning, rule-based
131 Using AI to count and track people base on binary sensor Public Self-supervised Learning
132 Using AI to track people in indoor environment leveraging person-deadlock-reckoning Public Dead Reckoning Algorithm for Multi-Mode Recognition
133 Use AI for electric power consumption prediction Utilities XGBoost, LSTM + Autoencoder
134 Anomaly Detection / Anomaly Call Detection for Call Centers Public N/A
135 Using AI to improve the accuracy of image searching Productivity Tool Inception + Triplet Loss
136 Using AI to auto-design content layouts of leaflets for supermarkets Publishing N/A
137 Using AI to support operators to zoom-in while reading documents Publishing YOLO
138 Using AI in auto-designing of houses Real Estate DCGAN
139 Using AI in face recognition Public OpenFace, FaceNet, Haar Cascade, CNN, ResNet, Embedded, Depth Camera, Temperature Sensor, MTCNN
140 Using AI in video indexing Automotive SSD, FasterRCNN, U-Net, Computer Vision
141 Using AI to auto-coloring of comic books Productivity Tool N/A
142 Using AI in Document Classification & Data Extraction Productivity Tool N/A
143 Using AI in agriculture counting corn trees Agriculture N/A
144 Using AI to zoom and enhance the quality of images/videos Productivity Tool SRGAN, ESRGAN
145 Shrimp monitoring and analysis system Agriculture ANN, LSTM, CNN, SSD
146 Using AI to detect people on complex backgrounds (e.g. offices) then estimate their attending time at a designated area HR YOLOv3, Faster R-CNN
147 Using AI to read invoices base on their images with table structures Productivity Tool OCR, Computer Vision
148 Using AI to auto-calculate the area of floor plan for houses base on their design drawings Construction Semantic Segmentation
149 Using AI to recognize the shapes and the directions of houses base on their design drawings Construction Semantic Segmentation, YOLO
150 Using AI to detect design characteristics of houses base on their design drawings Construction Semantic Segmentation, YOLO
151 Using AI in OCR and text extraction Productivity Tool FOST, CTPN, Tesseract
152 FPT tools and solutions to support image labeling (annotation) Productivity Tool N/A
153 akaOCR/akaDoc Productivity Tool N/A
154 Auto-labeling tool Productivity Tool YOLO, Faster RCNN, U-NET, SSD, Mask R-CNN, Cloud
155 Multilingual OCR (Vietnamese, English, Japanese) dealing with machine-writing and hand-writing documentsy Productivity Tool OCR
156 Using NLP/AI in contents recommendation systems Leisure, Entertainment N/A
157 Using AI in spelling check Productivity Tool N/A
158 Using AI to analyze the satisfaction of employees HR N/A
159 Multilingual chatbot (English – Japanese – Vietnamese) Productivity Tool N/A
160 IT Support Email Chatbot Telecommunication N/A
161 Digital Advisor HR IBM Watson
162 Automated Call Center Airlines N/A
163 Virtual assistant using automatic speech recognition Productivity Tool ASR, STT, TTS, LSTM
164 Trigger word detection Productivity Tool LSTM
165 Neural machine translation with attention Productivity Tool LSTM, Bi-direction RNN, Attention
166 Using AI to extract data from house design drawings Construction OCR
167 Causality Inference (Research, implement and write report on the survey data) Productivity Tool Pytorch, Causal Generative Neural Networks(CGNN), Structural Agnostic Model (SAM)
168 Using AI to predict horse race and recommend wining strategy in horse racing Leisure, Entertainment N/A
169 Using AI in dynamic pricing model to serve hotel industry Leisure, Entertainment N/A
170 Data exploration to test churn prediction models for English training centers Education N/A
171 Reinforcement Learning for Atari Games Leisure, Entertainment FQN, Deep Reinforment Learning
172 House Price Prediction Real Estate ANN
173 Predict hit song based on (melody, author, artist and other meta data) Leisure, Entertainment Spectogram Analytics, LSTM, Wavenet
174 FPT OKR (Objectives & Key Results) Analysis: Analyze OKR of the whole corporation and determice the tendency of focused departments Productivity Tool NLP, Text Mining
175 Using AI to detect abnormal user behavior base on system log information Security KNN, Clustering
Showing 1 to 10 of 216 projects
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