Manufacturing

case study

Animals Hearding

Determining increase or decrease in the stock price based on the historical data of the stock price and news related to this stock.

BERTYoloV5DeepSORTOSNet
Computer Vision
Manufacturing
Interactive

case study

NVIDIA Jetson

Assembling, environment creation, and fine-tuning for NVIDIA Jetson for AI applications.

Jetson Nano
ML Ops
Automotive
Manufacturing

case study

Explainable AI

A system for detecting anomalies in neural networks and editing input images to correct wrong predictions.

Activation AtlasFeature VisualizationCAMGradCAMGradCAM++ScoreCAMGuided Backpropagation
Edge AI
Automotive
Retail
Manufacturing

case study

Script Editing with LLM

The objective was to streamline the process of editing scripts for testing purposes.

LangChainGpt-3.5-instructAzure OpenAI
Natural Language Processing
Automotive
Retail
Banking (Fintech)
Manufacturing

case study

Duplicate finders

The purpose of this research is to find duplicate tickets in a ticketing system.

S-Bert
Natural Language Processing
Automotive
IT Services and Technology
Banking (Fintech)
Manufacturing

case study

Anomaly Detection

Businesses can intervene in early detecting of anomalies from sensors.

LSTMGRURNN
Generative AI
Automotive
Manufacturing

case study

Monitoring

Develop interactive dashboards where one can access the performance of ML models during training and production with ease.

MLflowPrometheusCustom exporterFilebeatPostgreSQLFilebeatLogstashElastic Search
ML Ops
IT Services and Technology
Banking (Fintech)
Manufacturing

case study

Motion and open-door detection on CCTV

Goal to detecting activity and classifying the status of a door (open or closed).

OpenCVMOG2 algorithmSVM,ConvolutionScikit-learn SciPy
Computer Vision
Retail
Manufacturing

case study

Smart room

Goal: An algorithm for quickly editing the interior of a room from a photo.

SWINFCNHRNETANNlsun-roomNonCuboidRoomneurvpslu-vp-detectOpenCVLaMafSpy
Computer Vision
Retail
Manufacturing