A game theoretic approach to explain the output of any machine learning model.

llama3 implementation one matrix multiplication at a time

An open-source, low-code machine learning library in Python

Accepted as [NeurIPS 2024] Spotlight Presentation Paper

Align Anything: Training All-modality Model with Feedback

[ICCV 2019] Monocular depth estimation from a single image

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

Feature selector is a tool for dimensionality reduction of machine learning datasets

Code for "Deep Snake for Real-Time Instance Segmentation" CVPR 2020 oral

KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )

Some Python Implementations of the Kalman Filter

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

Code for "PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation" CVPR 2019 oral

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

Autonomously train research-agent LLMs on custom data using reinforcement learning and self-verification.

🔥3D点云目标检测&语义分割(深度学习)-SOTA方法,代码,论文,数据集等

AutoX is an efficient automl tool, which is mainly aimed at data mining tasks with tabular data.

A PyTorch implementation of PointRend: Image Segmentation as Rendering

Code and Dataset for CVPR2020 "Dynamic Refinement Network for Oriented and Densely Packed Object Detection"

Implemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.

an numpy-based implement of PointRend

learning materials for PyTorch beginners

Train a multi-label image classifier with macro soft-F1 loss in TensorFlow 2.0

bert annotation, input and output for people from scratch, 代码注释, 有每一步的输入和输出, 适合初学者

torch models and primitives for birdseye view and voxel models for self driving tasks.

Image processing with numpy

SVBRDF Estimation using a Physically-based Differentiable Renderer

Facial similarity using one-shot learning with Siamese Networks

SH lighting in python/C++