It has never been simpler to capture a realistic digital representation of a real-world 3D scene, thanks to the development of effective neural 3D reconstruction techniques. The steps are straightforward: Take several pictures of a scene from various angles. Recreate the camera settings. Utilize the prepared images to improve a Neural Radiance Field. They anticipate…
JupyterLab is fundamentally intended to be an extendable environment. Any component of JupyterLab can be enhanced or customized using JupyterLab extensions. New themes, file viewers and editors, or renderers enabling rich outputs in notebooks are some of the things they can offer. Keyboard shortcuts, settings in the system, and items to the menu or command…
Intel and the Gordon and Betty Moore Foundation have announced this evening that Gordon Moore, Intel’s famous co-founder and grandfather to much of the modern chip industry, has passed away. According to the company he passed peacefully at his home in Hawaii, surrounded by his family. One of the original titans of the modern technology…
It has always been challenging to launch an annotation effort. A team of researchers introduce The Portable Text Annotation tool (Potato), a web-based application approved for use in the EMNLP 2022 DEMO track. Potato’s project hub is designed to make it easier to replicate existing annotation efforts. Potato facilitates the rapid prototyping and deployment of…
AudioFlux is a Python library that provides deep learning tools for audio and music analysis and feature extraction. It supports various time-frequency analysis transformation methods, which are techniques for analyzing audio signals in both the time and frequency domains. Some examples of these transformation methods include the short-time Fourier transform (STFT), the constant-Q transform (CQT),…
What is CMOS CMOS (Complementary Metal-Oxide-Semiconductor) is a type of technology used in electronic devices such as computers, smartphones, and digital cameras. It is a type of semiconductor that allows for low power consumption, high speed, and compact size. In a computer, the CMOS is a small battery-powered chip that stores critical system information such…
While many components used to build a new system have and are coming down in price (except graphics), it’s an excellent time to build that new gaming PC. Going prebuilt is the way forward for those who want to plug in and play without all of the hard work, and there are plenty of options…
The transformer architecture has become a go-to choice for representing various domain structures. The empirical inductive biases of the transformer make it a good candidate for scaling. This paves the way for the periodic training and release of expanded versions of existing, smaller models. Although often a scaled-up version of their smaller counterparts, new instances…
Text-to-image is a challenging task in computer vision and natural language processing. Generating high-quality visual content from textual descriptions requires capturing the intricate relationship between language and visual information. If text-to-image is already challenging, text-to-video synthesis extends the complexity of 2D content generation to 3D, given the temporal dependencies between video frames. A classic approach…
Mesh representations of 3D sceneries are essential to many applications, from developing AR/VR assets to computer graphics. However, making these 3D assets is still laborious and demands a lot of skill. Recent efforts have utilized generative models, such as diffusion models, to effectively produce high-quality pictures from a text in the 2D realm. These techniques…
