The Tensor (or Array)

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Paddle Multimodal Integration and eXploration, supporting mainstream multi-modal tasks, including end-to-end large-scale multi-modal pretrain models and diffusion model toolbox. Equipped with high …

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

Implementation of the FLS++ algorithm for K-Means clustering.

Image2Image Translation Research

Paper reading notes on Deep Learning and Machine Learning

Source Code

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…

[AAAI2024] Far3D: Expanding the Horizon for Surround-view 3D Object Detection

Lift, Splat, Shoot: Encoding Images from Arbitrary Camera Rigs by Implicitly Unprojecting to 3D (ECCV 2020)

OpenCV + Machine Learning

A General-purpose Task-parallel Programming System using Modern C++

Code of different prompting strategies in LLaMA-2, for the project LLM4 in the COM SCI 245 Big Data Analysis 2023 Fall at UCLA.

[ICCV2023] Dataset Quantization

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

openpilot is an operating system for robotics. Currently, it upgrades the driver assistance system in 275+ supported cars.