computer vision - Tech News from Simmons Systems (Page 10)

Tech News from Simmons Systems

computer vision

A collection of 198 posts

New Transformer Model Generates Images From Text Without Specialized Training

Researchers introduce a simple transformer approach that models text and image tokens as a single data stream for zero-shot text-to-image generation. The method bypasses complex architectural assumptions by relying on massive data and scale to compete with domain-specific models.

Simple Transformer Approach Achieves Zero-Shot Text-to-Image Generation

A new method uses a transformer to model text and image tokens as a single data stream, bypassing the need for complex architectures or auxiliary training labels to generate images from text.

Google Releases TensorFlow 3D to Advance Spatial Scene Understanding

Google introduces TensorFlow 3D, a new library designed to make 3D deep learning more accessible to researchers. The tool provides essential operations and pipelines for tasks like 3D object detection and semantic segmentation.

Google AI Releases TensorFlow 3D for Advanced Spatial Understanding

Google AI introduces TensorFlow 3D, a new library designed to help developers build and train models for 3D scene understanding. This open-source toolkit brings powerful spatial perception capabilities to computer vision applications.

vision transformers

Vision Transformers Bring NLP Efficiency to Computer Vision Tasks

Transformer models, originally famous for natural language processing tasks like GPT-3, now expand into computer vision to improve efficiency and generality. These attention-based architectures replace older recurrent models to handle visual data effectively.

Google Releases TensorFlow 3D to Advance Spatial Scene Understanding

Google launches TensorFlow 3D, a new library designed to help researchers process 3D sensor data for applications like autonomous vehicles and augmented reality. The open-source toolkit provides essential models and pipelines to lower the barrier to entry for 3D deep learning.

Google AI Releases TensorFlow 3D for Advanced Scene Understanding

Google AI introduces TensorFlow 3D, a new library designed to train and deploy 3D scene understanding models. This open-source toolkit enables developers to process complex spatial data for applications like autonomous navigation and augmented reality.

Google Releases TensorFlow 3D to Boost AR Apps Using LiDAR Sensors

Google introduces TensorFlow 3D, a new library that helps developers build advanced augmented reality experiences using LiDAR and depth sensors. The toolkit provides essential models for 3D scene understanding on mobile devices.

OpenAI's CLIP Teaches Neural Networks to Understand Text and Images Together

CLIP is an OpenAI technique that trains neural networks to match images with text descriptions using a shared vector space. This contrastive approach powers diverse applications like cross-modal retrieval and text-to-image generation.

How OpenAI's DALL-E Transforms Simple Text Into Complex Images

OpenAI's DALL-E utilizes a powerful neural network to generate highly accurate images directly from written text prompts. This innovative system combines language understanding with visual creativity to produce striking, often surreal artwork.

Facebook AI Unveils SEER, a Billion-Parameter Self-Supervised Vision Model

Facebook AI introduces SEER, a massive self-supervised computer vision model that achieves superior results without relying on manually labeled image data.

Tesla and Waymo Trade Jabs Over Superior Self-Driving Technology

Waymo's CEO dismisses Tesla as a mere competitor, claiming its system requires human supervision while Waymo achieves true autonomy. Elon Musk quickly fires back, asserting that Tesla possesses superior AI hardware and software.

computer vision

Top 10 Computer Vision Breakthroughs That Defined 2020

A curated list highlights the most significant computer vision research papers from 2020, complete with video demos, articles, and code. The collection showcases major AI advancements while also addressing important ethical considerations and biases in the field.

Top 15 Machine Learning and AI Research Papers of 2020

Despite the global pandemic, 2020 produces incredible breakthroughs in artificial intelligence research, with GPT-3 leading the pack. This curated list highlights fifteen essential papers that shape the future of deep learning and machine learning.