large projects Giga-scale chemical similarity calculations with CUDA Mass-spectrometry results hundreds of thousands of m/z spectra. How do we compare these with 1.5mln reference spectra? 2D material detection for robotic control 2D materials are the future of computing. Building them, however requires huge human labor - can we automate this? Any-object tracking for investigation video editor Blurring out license plates, faces and other objects is hard work. Can we automate it? VIMAGE - Accelerate, Simplify, Deploy Dev story of building a scalable GPU-backed solution on google cloud platform 3D mesh segmentation Analyze and partition indoor 3D spaces into 200 different classes, using transformers! projects Lightweight pose estimation with Mediapipe Ever wondered how do those fancy whatsapp filters work? Here I will use holistic mediapipe for creating full-body meshing. 3D body shape estimation from video Use your smartphone camera to estimate person's precise body shape from a video. Repetition counting - for fitness! Automatically enumerate reps and sets from a video! Beating Tox21 challenge with way too many parameters Task: predict all 1.5k possible toxic effects of a given compound, given its name. Solution: Deep Learning personal Stable diffusion in serverless mode AI apps require renting an expensive GPU server. Serverless GPUs can provide a cheap alternative! Image super-resolution (live showcase) 4x your image in both dimensions, for free! ArxivGPT-2 - scientific writing assistant We have Codex for coding assistance. Why not also use transformers for assisting with scientific writing? This is where this project comes in. Deep Dream with TFJS Why pay $5 subscription fee when you can deepdream images in your browser? Style Attentional Networks in JS Attentional neural networks are a powerful tool for building language models. But we can also use attention mechanism to stylize images efficiently enough for within the web-browser.
