SPEECH EMOTION RECOGNITION
SPEECH EMOTION RECOGNITION Customer who is into automotive component manufacturing wanted to build a multi-modal distress recognition system for passenger transportation industry. When a passenger is distressed or felt threatened due to behavior of Driver or in the event of Driver misbehaving with the passenger, the gateway device on car capturing the continuous audio stream […]
PALLET SCANNER
PALLET SCANNER The customer is in the Cold storage and Warehousing business and would like to resolve the pain points during handling of the inbound pallets. They want the AI engine to take the images of the inbound pallets from the conveyor and present the type value and the box count to their WMS system, […]
SCAN – LESS PALLETSORTING
SCAN – LESS PALLET SORTING The customer wants the AI engine to take the images of the pallets during various stages of the inbound, put-away and outbound processes, and detect the labels of interest, decode the values of the labels (bar and QR codes) and provides it to the inventory management system. Creating the dataset […]
FACIAL RECOGNITION SYSTEM
FACIAL RECOGNITION SYSTEM Customer wanted us to build an end-to-end model for recognizing faces that can run both on Cloud and Devices powered by Qualcomm S603 & S605 chipsets. To build a robust recognition engines, following features need to be built : Face Detection Landmark Generation Face Recognition The faces from the detection model is […]
PERSON TRACKING AND RE-IDENTIFICATION
PERSON TRACKING AND RE-IDENTIFICATION Customer wanted us to build an end-to-end model that enables marking and tracking a person or group of persons on a live video stream or multiple streams To build a robust recognition engines, following features need to be built : Face Detection : to identify the person who need to be […]
DRIVER BEHAVIOR MONITORING
DRIVER BEHAVIOR MONITORING Our customer who is into manufacturing of various automotive components wanted to build AI framework for their upcoming Camera line (Dashcam & Cabin Monitoring Cam) and they want to monitor the Driver Behavior with respect to unsafe driving and the Neural Net can classify the driver actions in to 10 categories OUTPUT […]
HUMAN ACTION RECOGNITION
HUMAN ACTION RECOGNITION The customer is in the multi-media and entertainment industry and would like to use the model to process a video/scene and get a caption for the video/scene. TECHNOLOGIES / TOOLS Caffe OpenCV CNN – Object detection – VGG trained on ILSVRC-2012 dataset LSTM networks MODEL HIGHLIGHTS Sequence to Sequence Can handle variable […]
Booting Linux on a Custom Processor on ZCU104
Booting Linux on a Custom Processor on ZCU104 Background The ZCU104 board is a combination of FPGA and an ARM-based MPSoC. The FPGA part of ZCU104 is tightly bonded to the MPSoC making many of the peripherals on ZCU104 usable only via ARM core. This feature gives an advantage when we are using both MPSoC […]
SandLogic’s CORE nowsupports Intel’s OpenVINO
SandLogic’s CORE now supports Intel’s OpenVINO SandLogic’s CORE (Code_Once_Run_Everywhere) tool now includes support for Intel’s OpenVINO for Intel’s x86 processors. CORE tool can now convert their favourite neural nets from any framework (TF 1.x, TF2.x, PyTorch, ONNX, TFLite) and optimize the neural net for any x86 device of the user’s choice. Accelerate the porting and optimization […]
SandLogic Introduces Speech-to-Text Accuracy Benchmark
SandLogic Introduces Speech-to-Text Accuracy Benchmark Speech recognition uses AI to transcribe human speech into text for a wide range of use cases, including voice assistants, sentiment analysis and more Enterprises frequently inquire about which ASR (Automatic Speech Recognition) service offers the highest accuracy, and this time, they have just hit the goldmine! SandLogic’s LINGO is […]
