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Wayne's Projects

isda-for-deep-networks icon isda-for-deep-networks

An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

keras_reid icon keras_reid

Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

las-at icon las-at

Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)

learningtocompare_fsl icon learningtocompare_fsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

learningtocompare_zsl icon learningtocompare_zsl

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)

ltc icon ltc

Long-term Temporal Convolutions for Action Recognition, TPAMI 2018

mae-pytorch icon mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maml-pytorch icon maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matchingnetworks icon matchingnetworks

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

meta-weight-net icon meta-weight-net

NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).

metriclearningbench icon metriclearningbench

Metric learning models in PyTorch with results on CUB2011, CARS196, Stanford Online Products

mgaa icon mgaa

The code of ICCV2021 paper "Meta Gradient Adversarial Attack"

mmdnn icon mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

mmskeleton icon mmskeleton

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

mmt-old icon mmt-old

Multi-Modal Transformer for Video Retrieval

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

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