Andrew-Zhu's repositories
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
network-slimming
Network Slimming (Pytorch) (ICCV 2017)
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
Awesome-Pruning
A curated list of neural network pruning resources.
ComVEX
Implementations of Recent Papers in Computer Vision
CycleMLP
Implementation of "CycleMLP: A MLP-like Architecture for Dense Prediction"
deit
Official DeiT repository
google-research
Google Research
IntelligentRiskControl
《智能风控——原理、算法与工程实践》
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
MSES
Emergency vehicle detection and tracking software
poolformer
PoolFormer: MetaFormer is Actually What You Need for Vision
Pruning
Code for "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019) and "SCOP: Scientific Control for Reliable Neural Network Pruning" (NeurIPS 2020).
Single-Path-One-Shot-NAS
SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.
SmoothDARTS
Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"
tips_for_interview
我的一些面试心得；自学CS历程分享；找工作求职经验分享
Traffic-Rules-Violation-Detection-System
An Image Processing and Computer Vision based traffic rules violation detection system from CCTV camera footage (including GUI App).
transformer-in-transformer
Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch