zhuwenzhen

Mapillary2COCO

Transfer Mapillary Vistas Dataset to Coco format

AAAI-22-DocSeg

computational-plant-root

Use geometric computing to study the growth of plant root

ComputerGraphics

Computer Graphics Class (Fall 2016)

cp-aug-traffic-sign

Copy-Paste Augmentation for Traffic Sign

d2l-pytorch-sagemaker

Automatically Generated Notebook for Sagemaker

event-based-vision

My notes of getting familiar of this subfield, common datasets, SoPs, and classic code framework

instance-segmentation

InstanceSegmentation

Vessel-Segmentation

zhuwenzhen/AAAI-22-DocSeg

zhuwenzhen/cp-aug-traffic-sign

Copy-Paste Augmentation for Traffic Sign

zhuwenzhen/Deep-Learning-Interview-Book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

zhuwenzhen/Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

zhuwenzhen/metal-defect-detection

Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning

zhuwenzhen/projected_gan

[NeurIPS'21] Projected GANs Converge Faster

zhuwenzhen/Swin-Transformer-Object-Detection

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.

zhuwenzhen/d2l-pytorch-sagemaker

Automatically Generated Notebook for Sagemaker

zhuwenzhen/3detr

Code & Models for 3DETR - an End-to-end transformer model for 3D object detection

zhuwenzhen/AAAI-22-HeteroGNN-Explain

zhuwenzhen/annotated_research_papers

This repo contains annotated research papers that I found really good and useful

zhuwenzhen/Awesome-LaTeX-Snippets

All the cool and useful LaTex Snippets

zhuwenzhen/cs231n.github.io

Public facing notes page

zhuwenzhen/d2l-pytorch-slides

Automatically Generated Notebook Slides

zhuwenzhen/detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

zhuwenzhen/few-shot-object-detection

Implementations of few-shot object detection benchmarks

zhuwenzhen/gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

zhuwenzhen/LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

zhuwenzhen/Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

zhuwenzhen/neat

[ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving

zhuwenzhen/nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

zhuwenzhen/Otter

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

zhuwenzhen/pytorch-forecasting

Time series forecasting with PyTorch

zhuwenzhen/SageMakerBFF

All the tricks and useful helpers I found to make you 3-5 times more efficient that you can do 3-5 people's work in SageMaker.

zhuwenzhen/Transformer-MM-Explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

zhuwenzhen/unilm-dit

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

zhuwenzhen/vision_transformer

zhuwenzhen/xBed

For my next automation experiment framework

zhuwenzhen/zhuwenzhen

personal intro

zhuwenzhen/zhuwenzhen.github.io

Documenting ideas + learning