zeyang (Ze-Yang)

Ze-Yang

Geek Repo

Company:Nanyang Technological University

Location:Singapore

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zeyang's repositories

Context-Transformer

Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020

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Lane-Detection-with-ERFNet

Paddle Implementation for 2020 China Hualu Cup Data Lake Algorithm Competition co-hosted with Baidu AI (1st Place for Lane Detection Track) 2020**华录杯·数据湖算法大赛(百度AI协办)—车道线识别赛道

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Efficient-FSOD

The official implementation of Efficient Few-Shot Object Detection via Knowledge Inheritance (TIP 2022)

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LGKD

[ICCV 2023] Official implementation for "Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds".

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GPU-Monitor

GPU resource monitoring and task management

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faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn (a fork)

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Awesome-Continual-Learning

A curated list of Continual Learning papers and BibTeX entries

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Awesome-Incremental-Learning

Awesome Incremental Learning

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awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

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detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

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Excel2LaTeX

The Excel add-in for creating LaTeX tables

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Exclusively-Dark-Image-Dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

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few-shot-object-detection

Implementations of few-shot object detection benchmarks

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FewShotDetection

(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"

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FewX

FewX is an open-source toolbox on top of Detectron2 for data-limited instance-level recognition tasks.

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Folder-Structure-Conventions

Folder / directory structure options and naming conventions for software projects

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GlobalProtect-openconnect

A GlobalProtect VPN client (GUI) for Linux, based on OpenConnect and built with Qt5, supports SAML auth mode.

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pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

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pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

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pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

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SDR

PyTorch implementation of: Michieli U. and Zanuttigh P., "Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations", CVPR 2021.

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torch_sampling

Efficient reservoir sampling implementation for PyTorch

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