Q.Liu's Projects
USB oscilloscope and waveform generator desigined based on ATmega2560 MCU
DeepWisdom's 1'st Solution for AutoDL challenge@NeurIPS. Automated Deep Learning without ANY human intervention. Generic algorithms for multi-label classification problems in different modalities: image, video, speech, text and tabular data.
A collection of research materials on explainable AI/ML
Remote Sensing Dataset
A collection of resources on applications of Transformers in Medical Imaging.
Adaptive Experimentation Platform
VHDL Course projects, including sport watch, score board, and some small VHDL units like ALU, MUX, 7-segment ...
Dense Dilated Convolutions Merging Network for Semantic Segmentation
Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models
Simplify Diffusion model
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
Deep Learning Examples
List of labelled remote sensing datasets for use in deep learning.
[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"
End-to-End Object Detection with Transformers
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
This is the official Pytorch implementation of the paper "Diffusion Models for Implicit Image Segmentation Ensembles".
basic digital image analysis exercise and scientific computing practice with matlab or python
Electric Network Frequency (ENF) signal recorder, developed by Qt5/C++ including setup program and a simple users manual
mandatory project 2 code repository
FFmpeg auto generated unsafe bindings for C#/.NET and Mono.
Flops counter for convolutional networks in pytorch framework
This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
Code for deep learning-based glioma/tumor growth models
Personal daily programming issue tracking
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
Fine-tune Segment-Anything Model with Lightning Fabric.
some old stuff
🏆 SOTA for 3D Instance Segmentation on MitoEM.
Models and examples built with TensorFlow
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent