Wayve’s Post

Unlike traditional software which is deterministic and can be tested rigorously/completely, AI is probabilistic and neural networks can't be formally verified. So how do you ensure a neural network is safe for driving? In this short talk Ghost Autonomy CEO John Hayes gets technical and walks through the process of validating training completeness in neural networks for perception and driving.

Download here: https://lnkd.in/gVtBakQj The changing landscape of Image Annotation in AI. Our latest whitepaper delves into the Role of Image Annotation in AI, revealing the diverse use cases for Computer Vision. Explore how accurate annotations fuel advancements in object recognition, autonomous vehicles, and more. Download the whitepaper now and elevate your understanding of the pivotal role image annotation plays in shaping the future of various industries. #digit7 #whitepaper #digitsquare #imageannotation #autoannotationplatform #computervision #AI #ML #dataannotation Shivaprakash S Nagaraj

●What is Grad-CAM? Grad-CAM (Gradient-weighted Class Activation Mapping) is a technique that visualizes the areas of an image that contribute the most to a deep learning model's prediction. It highlights the important regions in the input image, providing insights into why the model makes certain decisions. ●Why Grad-CAM for Explainable AI? Grad-CAM offers intuitive visual explanations, helping users understand and trust AI predictions. It enhances model interpretability, critical for industries like healthcare, finance, and autonomous vehicles. #ExplainableAI #GradCAM #AItransparency #DeepLearning #DataScience #MachineLearning

Neural Rendering is already part of aiSim features. This method will open another level realism and scaling possibilities in ADAS/AD simulation.

🌟 Did you know that Data Science, Machine Learning, and Artificial Intelligence are revolutionizing industries worldwide? From autonomous vehicles to personalized recommendations, these technologies are driving innovation and transforming the way we live and work. Let's embrace this exciting field and unlock its limitless potential together! 💪 #DataScience #MachineLearning #AI #Innovation #TechRevolution #StayCurious

Big Technology Trends of 2024: Artificial Intelligence and Machine Learning! Dive into the fascinating world of AI advancements and ML innovations shaping our future. From autonomous vehicles to healthcare breakthroughs, these technologies are revolutionizing industries worldwide. Check out the full article here👇 https://lnkd.in/ggmugMWh #tech #artificialintelligence #techtrends2024 #machinelearning #ai #ml

Big tech's intensified race to acquire high-quality AI training data, which includes images, text, audio, and video, is crucial for developing advanced machine learning models that power applications ranging from virtual assistants to autonomous vehicles. So what does this mean for your privacy and personal data? Big tech's underground race to buy AI training data --- https://lnkd.in/grBgZmKG #bigtech #AIdata #AI #AItraining #Privacymatters #bigtechrace #datatraining #aiassistants #aipowered #datamining

Synthetic data is shaping the future of AI, especially in computer vision. From improving autonomous vehicle technology to enhancing medical image analysis for better health outcomes, synthetic data is a more scalable way to train AI models efficiently. Learn how this technology works and the benefits: https://lnkd.in/gca-2FYa #AI #ComputerVision #SyntheticData

From Domino’s pizza to cities buzzing with autonomous cars, the potential of Artificial Intelligence (AI) is huge.   It was fascinating to get an insight into the world of AI in our Vector Spring Speaker Series on Wednesday. Our very own Shailesh Manga chatted to Gilbert Wong, General Manager of US-based Slalom Strategy about how AI is reshaping the world and the workplace. Especially interesting to think about the opportunities it offers within the energy industry and how we can approach these, alongside the challenges.   Did you know that the first instance of machine learning was back in the 1950s with the creation of the computer checkers game, by pioneer Arthur Samuel?   #AI #Innovation #Data #FutureOfEnergy