BasicAI Inc的动态

?? The latest AI news, resources, events, and updates from BasicAI, including blog picks and social media highlights, are out! Discover more ?? #AI #computervision #machinelearning #BasicAI #dataannotation #Largelanguagemodels #imageclassification #dataannotationservice

3D sensor fusion allows for incredibly detailed mapping of environments. High-quality annotations are crucial to training robust AI models on this data. Temporal object tracking across consecutive sensor fusion frames is essential for applications like autonomous vehicles. ?? https://lnkd.in/gN_UCWPp This video demonstrates our AI-powered toolset for efficient 3D point cloud and sensor fusion data annotation: automatic object tracking across frame series using our built-in pre-trained models, and object tracking annotation with interpolation algorithm. The toolset further reduces the manual work needed for accurate, nuanced labels. With tools like these, we empower companies to create the annotated datasets necessary to deploy world-class AI. #3DSensorFusion #AIDataAnnotation #AutonomousVehicles #ComputerVision #ObjectTracking #PointCloudAnnotation #MachineLearning #BasicAI #SensorFusionAnnotation

#TechNews Police report writing has long been a time-consuming and tedious task in law enforcement. Studies show that U.S. police officers spend an average of 15 hours per week writing reports. With the help of AI, officers can hope to gain more time for the most critical aspects of their profession, fundamentally transforming public safety operations. Axon has launched ?????????? ??????, which harnesses the power of #generativeAI . By converting audio from body cams into auto-generated police reports, Draft One delivers unparalleled accuracy and detail. Trials have shown that these AI-powered reports outperform officer-only narratives in key areas like completeness, neutrality, objectivity, terminology, and coherence while ???????????? ???????????????? ?????????? ???? ???????? ?????????? ???? ??????????????????. Lafayette PD Chief Scott Galloway is thrilled about the potential impact: "?????? ???????? ???? ???????? ?????? ?????????????? ???? ???????? ???? ????????????, ?????? ??????'?? ???????? ???? ???????? ?????? ?????????????? ???? ???????? ??????????????. ???? ??'?? ?????????? ?????????????? ?????????? ???????? ??????????????." Previously, the company also pioneered the use of #drones in policing. Leveraging AI/ML-driven #algorithms , including behavior model filters, #neuralnetworks , and imagery generated from over 18 million images, these drones help identify potential hazards, respond quickly to emergencies, and improve overall law enforcement efficiency. As our communities face growing safety challenges, police departments are stretched thin. AI-powered solutions provide a vital lifeline, enabling officers to prioritize high-impact work. By harnessing the power of AI, law enforcement agencies can enhance fairness, protect lives, and create safer communities for everyone. #Innovation #ArtificialIntelligence #DraftOne #DeepLearning #MachineLearning #ML #DL #AIModels #Technology #largelanguagemodels #LLMs #datalabeling #dataannotation #trainingdata #groundtruth #mlalgorithm #BasicAI

Audio and speech data contain hidden insights into emotions, intentions, and more, but teams often lack the resources to fully utilize them. This video introduces our automatic audio/speech transcription feature! A one-minute demo showcases how to instantly generate high-quality text using built-in models. This breakthrough tool can mine insights from vast untapped audio sources, saving teams significant time. Say goodbye to tedious manual work and focus on in-depth analysis and model training. ?? Watch the video now to see how you can boost your audio data processing efficiency. https://lnkd.in/e-jbx5YB #AITranscription #SpeechToText #AudioProcessing #MachineLearning #NLP #DataScience #AutomatedTranscription #BasicAI

New case study: How Terrascope uses BasicAI's precise labeling to enhance AI model reliability for property tax assessments in complex terrains. Our collaboration boosts accuracy in analyzing uncommon terrain and improves the assessment process. #GeospatialAI #RemoteSensing #PropertyTech #AIAnnotation #MachineLearning #computervision #TaxAssessment #GIS #DataLabeling #SatelliteImagery #BasicAI #Terrascope

????????????'?? ???? ???????????????????????? ?????????? ?????????????? ?????? $200??+ ???????????? ???????????? ????????????????. ?? Researchers at Google and Tel Aviv University have developed GameNGen, a novel game engine entirely driven by #neuralnetwork models, without relying on traditional game engines. #GameNGen can interactively simulate the classic 90s game ???????? at over 20 frames per second on a single TPU. When players use a keyboard or controller to interact with the game, GameNGen generates the next frame of gameplay in real time based on their actions. https://lnkd.in/gXZFAktD Handling DOOM's complex 3D environments and fast-paced action was a challenge. Google's approach involved two stages: 1?? They trained a #reinforcementlearning agent to play the game, recording its actions and observations during training sessions. This #trainingdata became the foundation for the #generativemodel . 2?? A compact #diffusionmodel takes over, generating the next frame based on previous actions and observations. The team added Gaussian noise to the encoded context frames during training to keep things stable during inference. This allows the network to correct information sampled in earlier frames, preventing autoregressive drift. The result achieves parity with the original game and maintains stability over long trajectories. GameNGen showcases the incredible potential of #AI in real-time simulation of complex games. It could reshape the future of game development and interactive software systems. It also brings to mind NVIDIA CEO Jensen Huang's prediction at GTC 2024 that ?????????? ????-?????????????????? ???????? ???????????? ?????????? ???? ?? ?????????????? ???????????? 5-10 ??????????. Without manually coding game logic, individual creators and small studios may be able to create sophisticated, engaging gaming experiences with minimal development time and cost. #Innovation #ArtificialIntelligence #Gaming #GameDevelopment #StableDiffusion #GenerativeAI #DeepLearning #MachineLearning #ML #DL #AIModels #Technology #datalabeling #dataannotation #groundtruth #mlalgorithm #BasicAI

The quality of data sets the upper limit for AI performance, as recently reaffirmed by the HumanVid paper (authored by Zhenzhi Wang, Yanhong Zeng, Dahua Lin, et al., published on https://lnkd.in/gGPuBkCD). This groundbreaking study introduces the first large-scale, high-quality dataset specifically designed for human image animation and demonstrates how meticulously crafted data collection and processing can significantly enhance model performance. Key innovations of HumanVid include: ?? A dataset of 20K high-resolution (1080P) human-centric videos ?? A clever blend of real-world and synthetic 3D data ?? Rigorous filtering and annotation strategies to ensure data quality and diversity ?? A rule-based camera trajectory generation method that greatly enhances data control and variability This research clearly illustrates that high-quality data is critical for AI model performance, especially in computer vision. The quality of data encompasses various aspects, from data collection and processing to annotation. Among these factors, high-quality data annotation stands out as particularly crucial. Whether it's generating stable, controllable video animations or other AI applications, precise annotation, and diverse data sources are essential to elevate model effectiveness. If you're looking to enhance your AI model's performance through superior data annotation, discover how our professional services can support your AI projects: https://lnkd.in/g4bacg8F #AI #DataAnnotation #MachineLearning #ComputerVision #AIDataQuality #DataAnnotation #AIModelPerformance #DeepLearning #AIDatasets #DataScience #BasicAI

Label Your Data and BasicAI Inc have joined forces to provide you with an in-depth evaluation of the top 5 data annotation tools for Large Language Models (LLMs). We also share strategies for building efficient annotation teams. Drawing from our collective experience, this guide aims to enhance your LLM development process. #DataAnnotation #LLMs #MachineLearning #computervision #NLP #AITeamBuilding #AIDataProcessing #DataScience #DataLabeling #LabelYourData #BasicAI

Still manually drawing 2D bounding boxes? Try this instead... Annotating images to train computer vision models can be an extremely tedious process. Manually drawing bounding boxes to label objects simply does not scale. That’s why high-quality automated tools are critical for tagged datasets that truly capture visual contexts. This video is the AI-powered image annotation tool on BasicAI Cloud that makes 2D annotation remarkably efficient. https://lnkd.in/gANxe8xt This video will lead you through three key features of the AI-powered image annotation on BasicAI Cloud: 1. Auto Annotation, 2. Auto Object Tracking Annotation, and 3. AI-assisted 2D annotation, with supported model classes covered. With versatile features like these, we empower AI teams to rapidly create accurate labeled visual data at scale. Our annotation suite saves hours of human effort so companies can train world-class computer vision models faster. Let's get started! #AI #MachineLearning #ComputerVision #DataAnnotation #AItools #Automation #TechInnovation #BoundingBox #2DAnnotation #AutoAnnotation #BasicAI #DataLabeling #VisionModels