deeplearninginference.dev


#Deep LearnIng Inference | Development


#Vella Development Kit | Velodyne Lidar | High level perception outputs for indoor environments | 3D object list | Free space and obstacle detection | 3D occupancy grid | Lidar odometry | Extrinsic calibration | Automated ground vehicles | Surround Lidar Sensors


#TensorFlow


#PyTorch


#NVIDIA | Deep LearnIng Inference Platform | MLPerf | Measuring time to train neural networks | Natural language processing | Speech recognition | Recommender systems | Biomedical image segmentatione | Object detection | Image classification | Reinforcement learning | NVIDIA benchmarking suite | MLPerf Training | MLPerf Inference | MLPerf HPC | NVIDIA Platform


#Intel | Deep Learning Boost | Vector Neural Network Instructions | VNNI


#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


#Ports | Plans for highly automated port | Strategy for easing global supply chain congestion | Container lines reeling in record profits


#Aerospace Global Forum | Net Zero | Cross sector collaboration | Space launch industry | Small sat constellations | Broadband internet distributed across the world | Satellite images generating insight to predict climate risks | International spaceport infrastructure | Electric vertical takeoff and landing aircrafts | Urban air mobility | Smart infrastructure | Artificial Intelligence | Machine learning | Post pandemic recovery | Geopolitical tensions | Farnborough International Airshow | FINN


#Boston Dynamics AI Institute | Artificial intelligence (AI) | Robotics | Intelligent machines | Cognitive AI | Athletic AI | Organic hardware design


#Jetson Orin Nano | Nova Orin reference platform for autonomous mobile robots (AMRs) | 40 trillion operations per second (TOPS) of AI performance | NVIDIA Ampere architecture GPU | Arm based CPU | Deep learning and vision accelerators | ultimodal sensor support


#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


#Apple


#Microsoft


#Amazon


#Dalle2AI4ComputerVision


#OpenAI | Whisper | Open source deep learning model for speech recognition | Transcribing audio in several languages | Automatic speech recognition (ASR) without the privacy concerns | Content creating | Adding AI to everyday workflows


#Synthetic data generation | Computer simulation | Algorithm | Statistical modeling | Autonomous vehicles | Information injected into AI models | Creating digital twins | Testing AI systems for bias | Simulating the future, alternate futures or the metaverse | Datagen | MostlyAI | Synthesis AI


#Intel | Kapoho Point Board | Four Loihi 2 chips on its top side | Four on its underside | Up to a million neurons | Up to a billion synapses | Up to 8 million variables | Up to 1000× better energy efficiency than a state of the art CPU solver | Stackable up to eight boards | Expansion port on the board | Four boards getting up to 32 million neurons | Drones | Robotics | Gesture recognition | Scene understanding | Smell identification | Solving optimization problems | Research


#Intel | Neuromorphic computing | Biological neural computation | New algorithmic approaches | Emulating human brain interactions | Spiking neural networks (SNNs) | Simulating natural learning | Dynamically remapping neural networks | Making decisions in response to learned patterns over time | Powering autonomous AI solutions | Supporting energy efficiency and continuous learning | Sensing | Robotics | Healthcare | Large scale AI applications


#TensorInput


#Input Channel


#Feature Map


#Activation Map


#Convolving Input


#Passing Result To The Next Layer


#Receptive Field


#Convolution Reduces Free Parameters


#Convolution Allows Deeper Networks


#Pooling Layers


#Max Pooling


#Average Pooling