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.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Large Language Models AI 52

Marktechpost

JUNE 19, 2023

Moreover, the team found that the fusion windows for commonly used layers and units in LDMs need to be substantially larger on a mobile GPU than what is currently available from commercially available GPU-accelerated ML inference engines.

Inference Engine 82

Inference Engine AI Tools ML AI 82

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

DeepSparse: a CPU inference engine for sparse models. Sparsify: a UI interface to optimize deep neural networks for better inference performance. Follow their code on GitHub. SparseZoo: a model repo for sparse models. They currently support: PyTorch, Keras, and TensorFlow V1. ? Natural reading order for the text line output.

NLP 95

NLP Neural Network Natural Language Processing Computer Vision 95

Towards AI

JULY 21, 2023

DeepSparse: a CPU inference engine for sparse models. Sparsify: a UI interface to optimize deep neural networks for better inference performance. Follow their code on GitHub. SparseZoo: a model repo for sparse models. They currently support: PyTorch, Keras, and TensorFlow V1. ? Natural reading order for the text line output.

NLP 52

NLP Neural Network Natural Language Processing Computer Vision 52

AWS Machine Learning Blog

AUGUST 2, 2023

amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117" cu117" ) print(f"Image going to be used is - > {inference_image_uri}") In addition to that, we need to have a serving.properties file that configures the serving properties, including the inference engine to use, the location of the model artifact, and dynamic batching.

Generative AI 68

Generative AI Computer Vision Auto-complete Inference Engine 68