ODSC - Open Data Science

MARCH 8, 2024

You Only Look Once (YOLO) is one of the most well-known computer vision model architectures. gemma.cpp is a lightweight, standalone C++ inference engine for the Gemma foundation models from Google. This repository is an implementation of the paper — YOLOv9. raised $600M from private investors.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Large Language Models Data Science 52

Marktechpost

JUNE 19, 2023

Reformer uses a sparse approximation to reduce computing cost, while other works use low-rank or a combination of approximation techniques. FlashAttention, on the other hand, is a precise attention algorithm that considers hardware configurations to achieve better performance.

Inference Engine 88

Inference Engine AI Tools ML AI 88

Towards AI

JULY 19, 2023

Computer Vision The entire code for this application is available in Monk Object Detection Library’s Application Model Zoo Introduction Underwater Waste is a huge environmental problem affecting aquatic habitat drastically. Last Updated on July 19, 2023 by Editorial Team Author(s): Abhishek Annamraju Originally published on Towards AI.

Robotics 40

Robotics Computer Vision Deep Learning Inference Engine 40

Google Research AI blog

JUNE 15, 2023

We address this challenge in our work titled “ Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations ” (to be presented at the CVPR 2023 workshop for Efficient Deep Learning for Computer Vision ) focusing on the optimized execution of a foundational LDM model on a mobile GPU.

Inference Engine 92

Inference Engine ML Software Engineer Algorithm 92

Towards AI

JULY 19, 2023

github.com Their core repos consist of SparseML: a toolkit that includes APIs, CLIs, scripts and libraries that apply optimization algorithms such as pruning and quantization to any neural network. DeepSparse: a CPU inference engine for sparse models. Follow their code on GitHub. SparseZoo: a model repo for sparse models.

NLP 94

NLP Neural Network Natural Language Processing Computer Vision 94

Towards AI

JULY 21, 2023

github.com Their core repos consist of SparseML: a toolkit that includes APIs, CLIs, scripts and libraries that apply optimization algorithms such as pruning and quantization to any neural network. DeepSparse: a CPU inference engine for sparse models. Follow their code on GitHub. SparseZoo: a model repo for sparse models.

NLP 52

NLP Neural Network Natural Language Processing Computer Vision 52