May 30, 2024
Optimizing Gen-AI Applications with DSPy and Haystack - A Practical Guide
Building Gen-AI applications often involves the challenging and time-consuming task of manually optimizing prompts. DSPy, an open-source library, addresses this by transforming prompt engineering into an optimization problem, making it more scalable and robust.
Mar 24, 2024
Dynamic Movement Primitives
Dynamic Movement Primitives (DMPs) are a framework used in robotics and computational neuroscience to model and generate complex motor behaviors. This framework was designed to capture the essence of movement skills, making it easier to learn and reproduce various motions.
Jan 2, 2024
A Mathematically Grounded Journey Through 3D Gaussian Splatting
The world of 3D rendering and reconstruction has undergone a transformative leap with the advent of 3D Gaussian Splatting. Introduced in the groundbreaking paper "3D Gaussian Splatting for Real-Time Radiance Field Rendering," this technique promises photorealistic rendering of scenes learned from sparse image samples, all in real-time.
Aug 1, 2023
Diffusers for Image Generation with Language Prompts using Stable Diffusion XL
This tutorial demonstrates how to use the "Diffusers" library and a pre-trained DiffusionPipeline to generate images from text prompts. By leveraging the power of Stable Diffusion Dreambooth XL model, users can create images based on textual input.