Version 5.0 Modernizes DNN Engine, Adds LLM/VLM Support, and Enhances Core, Hardware Acceleration, and 3D Stack.

This important work introduces an integrated open-source platform for behavioral acquisition and pose estimation that substantially improves the accessibility and speed of real-time animal tracking ...

I built a local AI setup out of two old GPUs that sell for cheap, and it beats a single new card ...

This is the official implementation of our paper GaussianImage, a groundbreaking paradigm of image representation and compression by 2D Gaussian Splatting. With compact 2D Gaussian representation and ...

You don't always need an RTX 5090 to run useful models ...

A practical toolkit and step-by-step guide for quantizing ONNX models for Qualcomm® AI Runtime (QAIRT) and deploying them on Qualcomm NPUs. pip install ultralytics==8.4.58 onnx==1.21.0 ...

This project was supported by the NSF (Grant No. 2403491). We are thankful for the useful discussions with E. Räsänen, A. M. Bozkur, and J. Velasco Jr. A.M.G ...

Li et al., 2019 ). Based on the optimal quantization bitwidth and partition point, model partitioning is used to split the inference task into two sequential segments, which are processed on the edge ...