senseit.app

#Sense It | Applications

#Titomic | Titomic Kinetic Fusion Additive Manufacturing (TKF AM) systems | Integrating cold spray technologies, software and robotics into existing systems | Proprietary manufacturing cell | Manufacturing prototypes on a small scale | Cold spray powders | Rapid repairs | Metal coatings without heat | Build and incorporate electronic sensors directly into parts | Industry 4.0 platform | Linux NAS server

#IDS | Industrial image processing | 3D cameras | Digital twins can distinguish color | Higher reproducible Z-accuracy | Stereo cameras: 240 mm, 455 mm | RGB sensor | Distinguishing colored objects | Improved pattern contrast on objects at long distances | Z accuracy: 0.1 mm at 1 m object distance | SDK | AI based image processing web service | AI based image analysis

#World Nuclear Organization | Small Modular Reactors (SMR)

#Raymarine | DockSense for Yachts

#Canados Yachts | JDM Surface Drives | JDM Auto-Trim

#Data Cosmos | MultiSatellite Data Platform | Open Cosmos

#Quasar | Climate Change Monitoring | Open Cosmos

#Insights to Agricultural Companies | Open Cosmos

#NAX Solutions | Agriculture | Open Cosmos

#GeoAlert | Construction Progress and Detection | Open Cosmos

#GeoAlert | Urban Population Visualisation | Open Cosmos

#Carbon Robotics | Autonomous LaserWeeder Robot | Deep Learning | Laser | Lidar Sensor | Nvidia | Cumming

#Restoring and modernizing the economy of Ukraine | Recovery Plan of Ukraine | Rebuilding the destroyed infrastructure, social facilities and housing

#Metaverse | Virtual Reality | VR | Augmented Reality | AG | Virtual World | Web3 | Meta Platform | Digital Twins | Simulation | Autonomous Vehicles | Autonomous Systems | Robots | Artificial Intelligence | AI | Universal Scene Description | USD

#Boston Dynamics | Spot robot | Industrial Inspections | Solution-focused, dynamic sensing technologies | Levatas gauge reading | Sorama acoustic inspections | Radiation mapping autonomously | Gamma ray sensors | Personal dosimeters | Neutron detection | Alpha inspection with pancake sensors | Ability to withstand large amounts of radiation | Cabability to carry a variety of radiation detection payloads | Ongoing safe operation and eventual decommissioning of nuclear power plants | Ultrasonic inspections of rotating equipment with Fluke SV600 | Early detection of bearing failures before they lead to costly breakdowns | Operators can capture critical data without the need for additional inline sensors or manual inspections | Leica BLK ARC payload | Autonomous routines | Repeatable laser scans | Precise 3D data for tasks like factory design, equipment installation, and change management | Spot can identify and avoid obstacles requiring additional caution in dynamic environments, including carts, wires, and ladders | Spot Hardware Updates | Tablet Controller Pro | Ergonomic joysticks, longer battery life, and HDMI pass-through | Spot robit operates in temperatures up to 55°C | Core I/O antenna upgrade enhances range and reliability | AI Institute | Artificial intelligence (AI) | Robotics | Intelligent machines | Cognitive AI | Athletic AI | Organic hardware design | Spot-mounted Fluke SV600 to collect acoustic vibration data

#Argo | Improving float lifetimes | Powered by lithium or hybrid batteries | Iridium transmitters | Mission parameters can be transmitted | Floats carry GPS devices | Ice detection | Ice Sensing Algorithm | Ice sensing algorithm parameters locally tuned to reflect the regional sea ice | New float design to dive all the way to the ocean floor (6000 m) | Floats with spherical shapes | Hulls made of glass | CTD sensor on the float for temperature, salinity and pressure measurements | Measuring biogeochemical (BGC) parameters | Oxygen, pH, nitrate, chlorophyll a, backscattering and irradiance sensing

#Ouster | High-resolution lidar sensors for long, mid, and short range applications | Smart infrastructure | Autonomous machines | Robotics applications | Digital lidar architecture | Digital device powered by a fully custom silicon CMOS chip

#JAKA Robotics | Collaborative Robots for Inspection and Testing | Applications

#Structural color | Chameleon like, color shifting materials | Stretching a piece of film to reveal a hidden message | Checking an arm band color to gauge muscle mass | Sporting a swimsuit that changes hue as one does laps | Elastic materials that when stretched can transform their color | Printed films revealing the imprint of objects | Structural color arising as a consequence of a material microscopic structure | Robotic skin that has a human like sense of touch | Devices for things like virtual augmented reality or medical training | University of Cambridge | The Gillian Reny Stepping Strong Center for Trauma Innovation at the Brigham | Women Hospital | National Science Foundation | MIT Deshpande Center for Technological Innovation | Samsung | MIT ME MathWorks seed fund | MIT

#SICK | Traffic sensors | Safety radar sensors | Safety light beam sensors | Safety camera sensors | Pattern sensors | Non contact motion sensors | Magnetic cylinder sensors | Luminescence sensors | Inertial sensors | Inductive proximity sensors | Glare sensors | Fork sensors | Fluid sensors | Fiber optic sensors | Distance sensors | Contrast sensors | Color sensors | Capacitive and magnetic proximity sensors | Array sensors

#VARTA | Application Specific Batteries (ASB) | Energy Solutions

#European Space Agency(ESA) | AIDMAP | AIR SOS | BLUE | DL4PlasticLitter | DOLPHINN | HyperDrone | MARLISAT | MUSS2 | Ocean Scan | Plastic Litter Project

#Jet Propulsion Lab NASA | NASA glacier mapping project | Antarctic Ice Sheet losing mass | Iceberg calving | The edge of the ice sheet shedding icebergs faster than the ice can be replaced | Ice loss from calving weakened ice shelves allowing Antarctic glaciers to flow more rapidly to the ocean | Warming ocean destabilizing Antarctica ice shelves by melting them from below, making them thinner and weaker

#GATE | Green & Advanced Transport Ecosystem | Dedicated meeting the needs of electric commercial vehicle customers | IVECO | Nikola | Ecosystem focused on a variety of Zero emission vehicles

#GelSight | Artificial intelligence (AI) powered 3D sensor | Tactile sensor | Reducing the barrier of entry into robotics and touch based scanning | Opening doors to new terrain, such as the Metaverse | Digital 2D and 3D mapping to roboticists | Sensor exceeds the spatial resolution of human touch | Elastomeric tactile sensing platform | Robot Operating System (ROS) | PyTouch | Python | MIT

#UTIAS Space Flight Laboratory | GHGSat | Greenhouse Gas Monitoring Constellation Core Satellites | High resolution remote sensing of greenhouse gas emissions | Attitude control technology | Precise pointing of sensors aboard low inertia platforms in orbit | Earth Monitoring and Observation (NEMO) microsatellite platform | SFL generates bigger returns from smaller, lower cost satellites | GHGSat uses its own satellites and aircraft sensors to measure greenhouse gas emissions directly from industrial sites

#Terran Orbital | Mapping The Lunar Surface | LunIR satellite | NASA | Artemis | Lockheed Martin | Infrared sensor | Cryocooler | Mapping the lunar surface | Detecting materials | Identifying potential landing sites | Deep space technology | Addressing strategic knowledge gaps (SKGs) | SKGs for long duration missions to Mars

#ICEYE | Synthetic aperture radar (SAR) | Persistent monitoring

#Robotics Engineering | Intelligent Sensing for Object Recognition, Manipulation and Control | Design, Development and Simulation Tools for Robotics Development | Developing Intelligent Robots - Machine Learning on Edge, Cloud and Hybrid Architectures | Advanced Motion Control Solutions for Robotics Systems | Intelligent Vision and Sensing Solutions for Autonomous Mapping and Navigation | Motion Control for Healthcare Robotics Applications: Functional Requirements, Critical Capabilities

#Microchip Technology | Tactile Twist on Modern Touch Displays | Reduces Bill of Materials (BoM) | Operates on standard sensor patterns | Eliminates need for openings in the front panel | Configurable knob position, size and number of detents (clicks) | Optional push function | Up to four knob instances | Mount capacitive rotary encoders, also called rotary knobs, over a touch panel | The knob is a passive mechanical element, specifically designed to include at least one conductive pad | The maXTouch KoD touchscreen

#picoCam | Sick | Sensor Integration Machine (SIM) | Multi camera applications

#Silicon Sensing | Silicon MEMS Gyroscope sensors and modules | Ring technology | High shock and vibration environments

#SatelIoT | IoT connectivity over standard 5G NB-IoT

#NATO | Innovation Fund | Defence Innovation Accelerator for the North Atlantic (DIANA) | Dual use emerging technologies of priority to NATO | Artificial intelligence | Quantum enabled technologies | Autonomy | Biotechnology |Novel materials | Energy | Propulsion | Space

#SWOT | Surface Water and Ocean Topography mission | Providing high definition data on the salt and fresh water on Earth surface | Measuring the height of water in Earth freshwater bodies and the ocean | Providing insights into how the ocean influences climate change | how a warming world affects lakes, rivers, and reservoirs | how communities can better prepare for disasters, like floods | Tracking Earth water budget | where the water is today | where it is coming from | where it is going to be tomorrow | Helping to understand oceans role in climate change | ObservIng the entire length of nearly all rivers wider than 330 feet (100 meters) | Viewing rivers in 3D for the first time | Data of over a million lakes larger than 15 acres (62500 square meters) | Providing information about global ocean atmosphere heat exchange | NASA | CNES | CSA | UK Space Agency | ESA

#WWF | Halting and reversing biodiversity loss | Conserving land, freshwater and ocean globally | Protection of intact ecosystems | Tackling unsustainable production | Eliminating subsidies harmful to nature | Reducing the unsustainable footprint of production and consumption

#Intel | Neuromorphic computing

#SpecOps | FINDER | Finding trapped individuals | Microwave radar | Detecting miniscule motions such as heartbeats or respiration | Putting sensor on long rope and dragging it along surface, looking for heartbeats under the snow | Fire and rescue departments

#DepthVista | Obstacle detection and object recognition simultaneously

#NOFIMA | Blockchain in the food industry

#Masdar | Acquiresd 50% stake in US project from EDF Renewables | Combined solar and battery storage project in California | Big Beau project | Photovoltaic (PV) solar plant | Battery energy storage system | Abu Dhabi National Oil Company (ADNOC) | Mubadala Investment Company | Abu Dhabi National Energy Company PJSC (TAQA) | US private investors | Partnership for Accelerating Clean Energy (PACE) between USA and UAE

#EpiSci | Swarmsense | Intelligent UAV Swarms

#WHO | XBB.1.16 strain Arcturus | Omicron variant | Conjunctivitis causes redness and inflammation of thin layer of tissue covering front of eye | Potential for increased infectivity and pathogenicity | It has a tendency to produce a high fever

#Vaisala | Industrial and Wheather Measurement | Lidar

#Lockheed Martin Radar Center of Excellence | Radars

#California Air Resources Board (CARB) | All new cars, pickup trucks and SUVs be electric or hydrogen by 2035 | Public chargers 1.2 million by 2030 | Solar power diminishes as the sun goes down | The state may need to add more energy capacity overnight to meet demand | Supply chain and materials issues | Vehicles need to be able to travel 150 miles (241 kilometers) on one charge | All cargo trucks entering California seaports and rail yards to be zero emission by 2035 | California is the only state granted the right to set its own emission standards for motor vehicles, with federal government approval | Billions of dollars in incentives will be available for new vehicles and infrastructure | Advanced Clean Trucks Rule | Port of Los Angeles and Long Beach, 20,000 trucks have access to transport freight | 30,000 cargo trucks visiting ports and rail yards in California | 1.8 million medium and heavy duty vehicles operate daily in California | California is the fourth largest economy in rhe world

#Tesla | All electric truck | PepsiCo | Drayage trucks carrying cargo to and from the ports of Los Angeles, Long Beach and Oakland | U.S. Postal Service | FedEx | UPS | Amazon

#PACCAR | DAF, Peterbilt and Kenworth trucks

#Metro | Regional Connector Transit Project in Los Angeles | Azusa to Long Beach | From East Los Angeles to Santa Monica, through the downtown LA core

#Figure | Humanoid robot | Parkway Venture Capital | Adcock | Aliya Capital | Bold Ventures | Tamarack Global | FJ labs | KUKA Robotics

#Veri | Metabolic health consulting | Four Pillars: food, exercise, sleep, and stress | Metabolic habits | Avoid processed foods and refined sugar | Exercise | Sleep | Stress management

#Joint Expeditionary Force (JEF) | Sharing of tactical intelligence | Accelerating cooperation to detect possible threats to critical undersea and offshore infrastructure | Denmark, Estonia, Finland, Iceland, Latvia, Lithuania, the Netherlands, Norway, Sweden and the UK

#Velocitek | Electronic Compass | Cut-acrylic lenses | Solid-state geomagnetic sensor | Magneto-inductive sensor not influenced by temperature changes, inherently free from offset drift | Charging supplied by USB connection, allows improved refresh rate

#Los Angeles Times | California and International News

#SICK | Sensor Intelligence

#Kyiv School of Economics | The export of Ukrainian grain analysis

#7 Sensing Software | Time-of-flight (ToF) sensors | OSRAM ToF sensors | 7 Sensing Software embedded AI technology | Sensor hubs

#British encoder | Blue LED and reflective sensor technology

#Doodle Labs | Sense | Multi-band Mesh Rider Radios | Long-range, mission-critical robotics and connected teams applications for more resilient datalink | Sense technology | Actively monitoring in-band interference and automatically switching channels or frequency bands to find the best-performing frequency

#Jeanne Gang | Designing buildings that use fritted glass | Factory-treated with pattern of ceramic dots or other designs visible to birds

#Feather Friendly | Vinyl film to affix tiny dots windows

#SensOre | AI enhanced exploration | Portfolio of wholly-owned and joint ventured precious and battery metal assets in advanced and emerging exploration regions of Western Australia

#e-Con Systems | Perceptual AI | Embedded vision systems | Edge AI

#CHCNAV | Smart Navigation | Geo-Spatial Technology | GNSS RTK smartphone | 1408 channel positioning module supporting GPS, GLONASS, Galileo, and BeiDou | Centimeter- and decimeter-level accuracy | GMS (Google Mobile Service) | AER (Android Enterprise Recommended | 2 GHz Qualcomm Snapdragon octa-core processor | Industrial IP67 design | 6,000 mAh Li-ion battery | Sunlight-viewable display

#SiliconSensing | PinPoint MEMS Gyroscope

#Sanctuary AI | Pheonix humanoid robot | Haptic technology that mimics the sense of touch | Touch sensors providing tactile feedback | Human-scale applications | General-purpose robot

#OndoSense | Radar distance sensor | Sensor software: integrated into control system or used for independent quality monitoring | Object detection | Distance measurement | Position control | Agriculture: reliable height control of the field sprayer | Mining industry | Transport & Logistics | Shipping & Offshore | Mechanical and plant engineering | Metal and steel industry | Energy sector | Harsh industrial environments | Dust & smoke: no influence | Rain & snow: no influence | Radar frequency: 122GHz | Opening angle: ±3° | Measuring range: 0.3 – 40 m | Measuring rate: up to 100Hz | Output rate: up to 10 ms / 100 Hz | Measurement accuracy; up to ±1mm | Measurement precision: ±1mm | Communication protocol: RS485; Profinet, other interfaces via gateway | Switching output: 3x push-pull (PNP/NPN) | Analogue output: Current interface (4 – 20 mA) | Protection class: IP67

#Anybotics | Workforce App | Operate ANYmal robot from device | Set up and review robot missions | Industrial Inspection

#Covarians | Aircraft cabin air quality monitoring service

#Perplexity | Answer engine: redefining search with direct answers

#LookOut | AI vision system | Synthesized data from charts, AIS, computer vision, and cloud fusing it into one 3D augmented reality view | Connects to existing boat display | Mountable camera system to the top of any boat | Lookout App for laptop, phone or tablet | Infrared vision | Night vision sensor | Spotting small vessels, floating debris, buoys, people in water | Blind spot detection | Backup camera | Temperature breaks, bird cluster locations, underwater structures for anglers | Camera streaming over WiFi to phones and tablets on the boat | Over-the-air (OTA) updates | Marine-grade water-proof enclosure | Integrated with satellite compass | National Marine Electronics Association (NMEA) communication standard interface | Multifunction Display (MFD) | Multi-core CPU driving augmented reality compute stack | ClearCloud service | NVIDIA RTX GPU for real-time computer vision | DockWa app | LOOKOUT Camera system combines two components: a camera and a brain | It replaces navigation light required on all boats | Infrared Sony Starvis camera for full-color night vision | 360-degree camera | Camera system uses convolutional neural network to identify and track hundreds of potential hazards from three video streams | Augmented reality view | All appears right on existing marine display such as Garmin, Raymarine, Simrad, and Furuno

#Flyability | Drones for industrial inspection and analysis | Confined space inspection | Collision and crash resistant inspection drone | 3D mapping | Volumetric measurement | Inspections of cargo ships, bridges, ports, steel mills cement factories, liquid gas tanks, nuclear facilities, city wide underground sewage systems | Ouster lidar | Elios 3 completed turbine blade inspection in just 27 minutes - it would take over 2 hours with rover and up to 2 days with person | Elios 3 could fly into each of turbine blades without having to reposition it to inspect either side of shear webs | Global Wind Energy Council: over 341,000 wind turbines installed across planet | Wind turbines are very high up in confined spaces | Specialized training required from Global Wind Organization | Inspections for wind turbines are focused on detecting either manufacturing faults or lightning damage | Lightning Protection System may not be properly configured | Destroyed wind turbine blade can cost $1 million to repair | Wind turbines have 3 blades, which need to be individually inspected | When person completes inspection, each blade being inspected needs to be pitched horizontally | I0nspections of entire wind turbine can take 5 to 9 days using persons | Turbine programmed to pitch 2 blades upwards, at positions matching 10 and 2 on clock | Upturned angles important in case problem with drone, it would roll safely back down | Elios 3 flown into each blade | 4K camera to gather visual data and take photos of potential problems as well as suspected lightning damage | FlyAware live LiDAR scan used when drone out of sight | LiDAR point cloud helped pilot determine how far had flown drone into blade | 27 minutes - 3 flights each blade with the Elios 3 | Visual data from Elios 3 showed damage inside blade not visible externally and also not easy to access | Individual blade may take over a day using persons or rovers | Rovers require each blade to be pitched horizontally, like with inspections by people, taking 2 hours per half of the blade (totaling 4 hours per blade)

#National Technical University of Athens | MariNeXt deep-learning framework detecting and identifying marine pollution | Sentinel-2 imagery | Detecting marine debris and oil spills on sea surface | Automated data collection and analysis across large spatial and temporal scales | Deep learning framework | Data augmentation techniques | Multi-scale convolutional attention network | Marine Debris and Oil Spill (MADOS) dataset | cuDNN-accelerated PyTorch framework | NVIDIA RTX A5000 GPUs | NVIDIA Academic Hardware Grant Program | AI framework produced promising predictive maps | Shortcomings: unbalanced dataset, marine water and oil spills are abundant, foam and natural organic material are less represented

#Google DeepMind Technologies Limited | Creating advanced AI models and applications | Artificial intelligence systems ALOHA Unleashed and DemoStart | Helping robots perform complex tasks that require dexterous movement | Two-armed manipulation tasks | Simulations to improve real-world performance on multi-fingered robotic hand | Helping robots learn from human demonstrations | Translating images to action | High level of dexterity in bi-arm manipulation | Robot has two hands that can be teleoperated for training and data-collection | Allowing robots to learn how to perform new tasks with fewer demonstrations | Collectung demonstration data by remotely operating robot behavior | Applying diffusion method | Predicting robot actions from random noise | Helpung robot learn from data | Collaborating with DemoStart | DemoStart is helping new robots acquire dexterous behaviors in simulation | Google collaborating with Shadow Robot

#Genetec | Security Center Platform | Ouster Gemini integrated | Fusing lidar and video surveillance into a single interface | Unifying customer data from lidar, cameras and radar | Physical intrusion detection in real-time | Using 3D data to power automated detection, classification, tracking, and monitoring | Measuring the distance, trajectory or speed of people or vehicles | Quickly identifying and responding to real threats with confidence | Reducing false alarms

#Tampere University | Pneumatic touchpad | Soft touchpad sensing force, area and location of contact without electricity | Device utilises pneumatic channels | Can be used in environments such as MRI machines | Soft robots | Rehabilitation aids | Touchpad does not need electricity | It uses pneumatic channels embedded in the device for detection | Made entirely of soft silicone | 32 channels that adapt to touch | Precise enough to recognise handwritten letters | Recognizes multiple simultaneous touches | Ideal for use in devices such as MRI machines | If cancer tumours are found during MRI scan, pneumatic robot can take biopsy while patient is being scanned | Pneumatic device can be used in strong radiation or conditions where even small spark of electricity would cause serious hazard

#Cyclopharm | Nuclear medicine device | Patient breathing superheated radioactive, gas-like substance | Better lung imaging.| Detected pulmonary embolisms (blood clots) | Visualization of pulmonary ventilation | Chronic obstructive pulmonary disease (COPD) | Asthma | Long Covid.| Dry-carbon nano-particles irradiated with isotope technetium-99 | Particles are 150 nano-metres | Heating carbon crucible to 2,700 degrees Celsius | Only three to four breaths required | Gas works as imaging agent | Computed tomography (CT) camera | Nanoparticles have six-hour radioactive life | Technegas images fine alveoli, where oxygen and blood mix | Technegas suitable to pregnant, to those having poor kidney function or who are allergic to imaging agents | Device is fully reimbursed, stand-alone | Technegas generator

#perplexity.ai | AI-powered research and conversational search engine | Answers queries using natural language processing | Provides citations within its responses | Free version utilizing its own large language model | Perplexity Pro offers access to advanced models like GPT-4, Claude 3, Pro includes file analysis for PDFs, CSVs, and images

#SIKO | Magnetic sensor | Max. resolution 0.4 μm | Works with MB200/1 magnetic tape, MR200 magnetic ring, MBR200 magnetic tape ring | Reading distance ≤1 mm | IP67 protection class | Optionally with reference point R or flexible reference marks FR | Interface LD | Interface RS485 with Panasonic or Yaskawa protocol

#Life360 | Family safety and location sharing app

#Wilhelmsen | Smart Rope | Measuring unit embedded within Timm Master rope | Making mooring operations safer and more efficient | Improving longevity for ropes | Unit transmits key tension, time and temperature information via wireless communication to command module on bridge | New mooring lines can be ordered and delivered when needed, not based on arbitrary schedules | Bridge sees tension in each of their mooring lines via app | Reduced life span if mooring ropes are used to manoeuvre out of port | Lack of insight into rope usage leads to inefficient replenishment | Visual inspections are not sufficient to determine if ropes are deteriorating faster than expected

#BrainChip | Licenses AI accelerator hardware designs combined with state-of-the-art development tools and advanced neural network models | Bringing on device intelligence to any chip design | Processor IP uses sparsity to focus on the most important data, inherently avoiding unnecessary computation and saving energy at every step | State-space model architecture tracks events over time instead of sampling at fixed intervals, skipping periods of no change to save energy and memory | Edge AI audio processing | Enablinging real-time video and image processing directly on-device | Processing data from sensors like accelerometers, gyroscopes, microphones, radar, and environmental monitors directly on-device | Continuous health tracking that fits Into small wearables | In cabin sensor-based occupant detection system | No unending cloud fees | Support real-time streaming data | Keeps working, even without a network connection | Data stays on device, not in cloud | No transmissionsvmeans less risk of interception | Akida Development Environment (MetaTF) machine learning framework | Processor IP simulator | Python API for neural networks | Conversion Tool (cnn2snn) to convert models to a binary format for model execution on an Akida platform | PCIe Development Board featuring AKD1000 neuromorphic processor in standard PCIe form factor | Akida AKD1000 card features built in capabilities to execute networks without host CPU | BrainChip and VVDN created Akida Edge AI Box for applications such as video analytics, face recognition, and object detection | Event-based neural processor | Models include audio denoising, automatic speech recognition, and language models

#Amplia Therapeutics Ltd | 66,000 pancreatic cancer cases diagnosed 2023 in USA with 50,000 deaths, US$6 billion for treatment | AMP-945 (narmafotinib) | Focal Adhesion Kinase (FAK) inhibitor | AMP-945 suppresses bodily agent suspected of aiding and abetting the spread of tumors and fostering fibrosis | AMP-945 removes tumor protective shields, rendering tumours more responsive to chemotherapy | Trial for advanced metastatic or non-resectable (inoperable) pancreatic cancer | Pancreatic cancer | Ovarian cancer

#AccuWeather | Provides data on weather and its impact

#Flow Robitics | Pipetting robot | Designed to simplify and automate repetitive manual pipetting tasks

#Ouster | BlueCity | Powering Lidar-Enabled Smart Traffic Solution | Traffic management solution in Chattanooga, Tennessee | Improvung roadway safety | Reducing congestion.| BlueCity solution to over 120 intersections | Combining digital lidar sensors and edge AI at each intersection | Managing traffic flow | Detecting and analyzing safety incidents | Providing detection for vehicle-to-everything (V2X) communications | Advanced perception software from Ouster | Lidar-powered smart traffic network | Optimizing traffic signal management on roads and intersections | Providing data to improve pedestrian safety | Intelligent signal actuation at intersections | Generating analytics data stream to traffic operators | Creating real-time 3D digital traffic twin of an intersection or road | Automating data collection in the cloud | Monitoring road events more accurately for vehicles, pedestrians and cyclists | Quick safety interventions | Long-term planning optimizations | Deep learning AI perception | Object classification | Object detection | Traffic actuation | Near-miss detection | Outside of crosswalk events | Red light running | Wrong-way driving | Southern Lighting & Traffic Systems | Center for Urban Informatics & Progress (CUIP) | University of Tennessee Chattanooga Research Institute (UTCRI) | Certified lidar traffic solution with Buy America(n) lidar

#XOCEAN | Unmanned surface vessels (USVs) for ocean data collection | Environmental monitoring | Seabed mapping | Offshore infrastructure surveys | Marine research

#Robotics & AI Institute | Collaborates with Boston Dynamics | Developed jointly Reinforcement Learning Researcher Kit for Spot quadruped robot | Developing sim-to-real for mobility | Transferring simulation results to real robotic hardware | Bridging sim-to-reality gap | Training policies generating a variety of agile behavior on physical hardware | Trying to achieve novel, robust, and practical locomotion behavior | Improving whole body loco-manipulation | Developing robot capability to manipulate objects and fixtures, such as doors and levers, in conjunction with locomotion significantly enhancing its utility | Exploring new policies to improve robustness in scenarios | Exploring full-body contact strategies | Exploring high-performance, whole-body locomotion and tasks that require full-body contact strategies, such as dynamic running and full-body manipulation of heavy objects, necessitating close coordination between arms and legs | Aiming to utilize reinforcement learning to generate behavior during complex contact events without imposing strict requirements | Develop technology that enables future generations of intelligent machines | Streamlining processes for robots to achieve new skills | Developing perception, situational understanding, reasoning, cognitive functions underpinning robot abilities and combining them with advances in their physical capabilities | Conducting research in four core areas: cognitive AI, athletic AI, organic hardware design, and ethics related to robotics

#UC Berkeley, CA, USA | Professor Trevor Darrell | Advancing machine intelligence | Methods for training vision models | Enabling robots to determine appropriate actions in novel situations | Approaches to make VLMs smaller and more efficient while retaining accuracy | How LLMs can be used as visual reasoning coordinators, overseeing the use of multiple task-specific models | Utilizing visual intelligence at home while preserving privacy | Focused on advancements in object detection, semantic segmentation and feature extraction techniques | Researched advanced unsupervised learning techniques and adaptive models | Researched cross-modal methods that integrate various data types | Advised SafelyYou, Nexar, SuperAnnotate. Pinterest, Tyzx, IQ Engines, Koozoo, BotSquare/Flutter, MetaMind, Trendage, Center Stage, KiwiBot, WaveOne, DeepScale, Grabango | Co-founder and President of Prompt AI

#Milestone Aviation | AerCap subsidiary | Helicopters from Airbus, Bell, Leonardo, Sikorsky | Mission configuration for oil and gas, search and rescue, emergency medical services, aerial firefighting | Lease agreements with UNI-FLY for three Leonardo AW169 helicopter | Developing S-92A fire fighting capability in collaboration with Helitak

#Mantle8 | Natural hydrogen exploration using cutting-edge technology | Combining geophysics, geochemistry, and seismic data to locate hydrogen reservoirs | AI-based predictive models, imaging systems for subsurface deposits, and gas composition measurement technologies | Seed funding from Kiko Ventures and Breakthrough Energy Ventures Europe (BEV-E), led by Bill Gates, to scale its operations and run pilot projects | https://mantle8.com/

#MemryX | AI Accelerator Module | Install system software, MemryX SDK, MemryX board | Compile AI model(s) making executable file | Send data & receive results using APIs for AI processing | Up to 6 TFLOPs (1GHz) per chip | Up to 16-chips (96 TOPS/TFLOPs) can be interconnected | Activations: bfloat16 (high accuracy) | Weights: 4 / 8 / 16 bit | Batch = 1 | 10.5M 8-bit parameters (weights) per chip | PCIe Gen 3 I/O | USB 3 interface | 0.6-2W per chip av power | Smart compiler: optimized and automated AI mapping to MemryX hardware | Powerful APIs: Python and C/C++ low and mid-level APIs for AI integration | Runtime: driver and firmware to support Windows or Linux distributions | Bit Accurate simulator: accurately testing models even without MemryX hardware

#FLIR | Dual payload stabilized thermal IP camera with night vision

#Optex | LiDAR Perimeter Security | Deploying invisible wall or plane, protecting buildings or assets | Intrusion detection | Accurate outdoor and indoor security sensors with LiDAR technology | Advanced detection capabilities | Long-range customisable detection zones | Enhanced environmental resistance | Creating virtual plane or wall to protect perimeters, buildings, and assets | Analysing size and distance of moving objects | Providing accurate point detection by tracking X & Y coordinates of moving objects | Defining type of intrusion based on object size | Differentiating between people, animals, vehicles, drones and more | Triggering right notifications | Up to 8 detection zones independently configurable allowing for multiple sensitivity scenarios | Integrated camera | -40 using a heated lens | Dynamic event filtering | Detection zone as two parts - judgment and alarm zonen| Intelligent logic to alarm based on detected vehicle size | Customise triggers | Virtual walls and planes | Securing a luxury Villa in Tuscany, Italy | Using sensors capable of creating customisable detection zones within compact footprint, in order to protect narrow and specific areas of the property | 13 REDSCAN mini sensors based on LiDAR technology installed | Seamlessly blending with the villa architecture | Sensors painted in same colour as corresponding walls | HTTP-based network modules

#Weebitnano | AI inference is shifting from cloud to edge devices like phones and cars | Weebit ReRAM shaping up as memory tech that could quietly power billions of them | Artificial intelligence noot just living in cloud, it lives at edge | AI traiking happens in massive data centres, where models learn from huge datasets | AI inference happens on edge devices like smartphones, smartwatches, autonomous cars, drones, factory sensors, and wearables – right where action is | Shift to edge happening because latency, power, privacy, and bandwidth all matter | You can not afford 300-mis delay when your autonomous car needs to spot pedestrian | Edge inference is juggernaut in motion | Flash memory can not scale below 28nm when embedded | Most AI applications already require smaller geometries | Weebit Nano (ASX:WBT) Resistive RAM (ReRAM) technology comes into picture | ReRAM is non-volatile memory (NVM) that stores data faster, uses less power and offers stronger security than Flash | ReRAM can scale to the most advanced semiconductor manufacturing processes | NVM memory retains data even when power is switched off | ReRAM is less vulnerable to tampering, better suited for storing AI model weights, and easier to embed right onto the same chip as processor | Gesture recognition system developed with EMASS | Weights for detection model are stored in ReRAM for processor | South Korea DB HiTek | US semiconductor company onsemi

#ARM | Advanced RISC Machines | RISC instruction set architectures (ISAs) for computers | ARM processors for portable, battery-powered devices, smartphones, embedded systems | SoftBank Group | AI ecosystem | Renesas | ResCon Technologies, LLC | GitLab | Embedl | Mapbox | Roofline | ENERZAi | 221e | AnchorZ Inc | Excelfore | ax Inc | weeteq | Eeasy Tech | Cerence AI | u-blox | SECO | Klepsydra Technologies | Ampere Computing | Senary Technology Limited | Ceva | Sensory | GitHub | Raspberry Pi Ltd | Untether AI | Eyeris | AiM Future, Inc | Dori AI | DeGirum Corp | OmniSpeech | ADLINK | Yobe | SLAMcore | Elliptic Labs AS | alwaysAI | Edge Impulse | SoundHound AI | Cyberon Corporation | Qeexo AutoML | Fortifyedge | TERAKI | NVIDIA | Neuton.AI | Aizip Inc | BrainChip | Roviero | RelaJet | Visidon

#Indian Space Research Organisation (ISRO) | Advanced radar system | Dynamic, three-dimensional view of Earth | NASA-ISRO Synthetic Aperture Radar satellite | Detecting land and ice surfaces movement down to centimeter | Mission will help protect communities | Actionable information to disaster response | ISRO Geosynchronous Satellite Launch Vehicle (GSLV) rocket | 464 miles (747 kilometers) above Earth | GSLV first mission to Sun-synchronous polar orbit | Two radar instruments: L-band system and S-band system | Monitoring planet land- and ice-covered surfaces twice every 12 days, including polar Southern Hemisphere | Helping researchers assess how forests, wetlands, agricultural areas, and permafrost change over time | Seeing through clouds | Monitoring planet surface during storms, in darkness and light | 39-foot (12-meter) radar antenna reflector | Mission managed by Caltech | NASA JPL leads U.S. component of project providing mission L-band SAR | NASA provides radar reflector antenna, deployable boom, high-rate communication subsystem for science data, GPS receivers, solid-state recorder, and payload data subsystem | ISRO provides mission S-band SAR instrument and calibrates, processes data , develops science algorithms | U R Rao Satellite Centre in Bengaluru leads ISRO components and provides spacecraft bus | Launch vehicle by ISRO Vikram Sarabhai Space Centre | Launch services by ISRO Satish Dhawan Space Centre | Satellite operations by ISRO Telemetry Tracking and Command Network | National Remote Sensing Centre in Hyderabad is responsible for S-band data reception, operational products generation, and dissemination

#Hummingbird | Heading sensor | Real-Time Boat Orientation | Accurate, real-time heading data | Allowing chart view to display dynamic heading line and rotate boat icon to reflect actual bow direction—even when stationary or drifting | Improving situational awareness, especially in Heads Up mode | Precise Waypoint Targeting | When waypoint is marked, heading sensor allows chart to correctly orient in direction of that point relative to boat, enabling to return to it more accurately | Fish finder can better align position and direction on map | Allowing you to maintain consistent trolling lines and cover water efficiently | For Side Imaging sonar, accurate heading data ensures that sonar returns are correctly aligned with boat actual direction | Heading sensor data enables precise waypoint marking and display | Allowing anglers to navigate back to specific targets or structures with confidence | Heading sensors often feed data into autopilot systems, improving steering accuracy, route tracking, and responsiveness to course adjustments

#Sevensense | Robot autonomy system combining the benefits of Visual SLAM positioning with advanced AI local perception and navigation tech | Visual Al technology | AI-based autonomy solutions | Visual SLAM | Dynamic obstacle avoidance | Constructing accurate 3D maps of the environment using sensors built into robots | Algorithms precisely localize robot by matching what it observes at any given time with 3D map | Using AI driven perception system robot learns what is around it and predicts people actions to react accordingly | Intelligent path planning makes robot move around static and dynamic obstacles to avoid unnecessary stops | Collaborating with each others robots share important information like their position and changes in mapped environment | Running indoors, outdoors, over ramps and on multiple levels without auxiliary systems | Repeatability of 4mm guarantees precise docking | Updates the map and shares it with the entire fleet | Edge AI: All intelligence is on the vehicle, eliminating any issue related to the loss of connectivity | VDA 5050 standardized interface for AGV communication | Alphasense Autonomy Evaluation Kit | Autonomous mobile robot (AMR) | Hybrid fleets: manual and autonomous systems work collaboratively | Equipping both autonomous and manually operated vehicles with advanced Visual SLAM and AI-powered perception | Workers and AMRs share the same map of the warehouse, with live position data of each of the vehicles | Turning every movement in warehouse into shared spatial awareness that serves operators, machines, and managers alike | Equiping AGVs and other types of wheeled vehicles with multi-camera, industrial-grade Visual SLAM, providing accurate 3D positioning | Combining Visual SLAM with AI-driven 3D perception and navigation | Extending visibility to manually operated vehicles, such as forklifts, tuggers, and other types of industrial trucks | Unifying spatial awareness across fleets | Unlocking operational visibility | Ensuring every movement generates usable data | Providing foundation for smarter, data-driven decision-making | Merging manual and autonomous workflows into a single connected ecosystem | Real-time vehicle tracking | Traffic heatmaps | Spaghetti diagrams | Predictive flow analytics | Redesigning layouts | Optimizing pick paths | Streamlining material handling | Accurate vehicle tracking | Safe-speed enforcement | Pedestrian proximity alerts | Lowerung insurance claims | Ensuring regulatory compliance | Making equipment smarter, scalable, interoperable, and differentiable | Predictive maintenance | Fleet optimization | Visual AI Ecosystem connecting machines, people, processes, and data | Autonomous robotic floor cleaning | Industry 5.0 by adding people-centric approach | Visual AI to providing real-time, people-centric decision-making capabilities as part of autonomous navigation solutions | Collaborative Navigation transforming Autonomous Mobile Robots (AMRs) into mobile cobots | Visual AI confering robots the ability to understand the context of the environment, distinguishing between unobstructed and obstructed paths, categorizing the types of obstacles they encounter, and adapting their behavior dynamically in real-time | Automatically generating complete and very accurate 3D digital twin of an elevator shaft | Autonomous eTrolleys tackling last-mile problem |Autonomous product delivery at airports

#Export-Import Bank of the United States | The official export credit agency of the United States | Supporting American job creation, prosperity and security through exporting | Issuing letters of interest for over $2.2 billion in financing for critical mineral projects | Supply Chain Resiliency Initiative (SCRI) to help secure supply chains of critical minerals and rare earth elements for U.S. businesses | Maintaining access to critical materials to secure U.S. jobs in sectors like battery, automobile, and semiconductor manufacturing | SCRI provides financing for international projects with signed long-term off-take contracts with U.S. companies, providing these U.S. companies with access to critical minerals from partner countries | SCRI: EXIM financing is tied to import authority and the financed amount depends on the amount of the off-take contract between the foreign project and the U.S. importer | Off-take agreements ensure that EXIM financing for critical minerals projects benefits American companies and workers | For U.S. domestic production in critical minerals and rare earth elements, EXIM can provide financing through Make More in America Initiative (MMIA) | SCRI: project must have signed off-take contracts that will result in the critical minerals and rare earth elements output being utilized in the United States, for products that are manufactured in the United States