Retail
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
Synthetic data generation. Dataset creation
The purpose of this research is to enhance super-resolution (upscale) quality for characters and numbers in games.
Unreal EngineShaders
Data science
Automotive
IT Services and Technology
Retail
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
Background Removale
Goal to remove the background from a video.
BERTOPHoperHPOOpenCV algorithm TBayesian algorithmU2NetBASNetXceptionMobileNebbd-FastRCNNrtb-bnbrtb-bnb2
Computer Vision
Retail
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
case study
A solution for retail’s digital twin
Datasets Stream. Computer Vision Stream. NLP Stream.
BERTPythonCatboostTransformersHidden Markov Models
Generative AI
Retail
Banking (Fintech)
