SherryJYC

resume.github.com

Resumes generated using the GitHub informations

GNNPapers

Must-read papers on graph neural networks (GNN)

ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

icecream

🍦 Never use print() to debug again.

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

awesome-knowledge-distillation

Awesome Knowledge Distillation

awesome-tips

AI-System

System for AI Education Resource.

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

awesome-neural-rendering

Resources of Neural Rendering

Detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

nice-slam

[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM

PETR

[ECCV2022] PETR: Position Embedding Transformation for Multi-View 3D Object Detection & [ICCV2023] PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

Multi-Task-Learning-PyTorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

StrongSORT

[TMM 2023] StrongSORT: Make DeepSORT Great Again

Awesome-Remote-Sensing-Foundation-Models

MultiMAE

MultiMAE: Multi-modal Multi-task Masked Autoencoders, ECCV 2022

qdtrack

Quasi-Dense Similarity Learning for Multiple Object Tracking, CVPR 2021 (Oral)

UniTrack

[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).

teach-yourself-research

This repo is expected to help you develop basic research skills, including technical writing, paper reading, presentation, note-taking, etc.

minREV

A simple minimal implementation of Reversible Vision Transformers

Imbalanced-Learning

Imbalanced learning tool for imbalanced recognition and segmentation

rectified-features

[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching

PoserNet

Refining Relative Camera Poses Exploiting Object Detections

HoloNav

HoloNav is a Mixed Reality indoor navigation system on Microsoft HoloLens 2. The system utilizes Azure Spatial Anchors as virtual landmarks and implements two navigation visualizations

facehash

Verify data integrity with hyper-realistic human faces

HoloInspect

HoloInspect is a Mixed Reality BIM software on HoloLens, which extends traditional BIM software with mixed reality experience and partial multi-user capabilities in presentation, management, and on-site inspection.