liu199604 Goto Github PK

adelaidet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

ap-loss

The implementation of "Towards accurate one-stage object detection with AP-loss" and its journal version.

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

biggan-pytorch

Pytorch implementation of LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS (BigGAN)

biggan-pytorch-1

The author's officially unofficial PyTorch BigGAN implementation.

cbam.pytorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

centermask

CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020

centermask2

CenterMask2 on top of detectron2, in CVPR 2020

ciou

Complete-IoU (CIoU) Loss and Cluster-NMS for Object Detection and Instance Segmentation (YOLACT)

cocoapi

COCO API - Dataset @ http://cocodataset.org/

cross-iterationbatchnorm

cyphercat

Implementation of membership inference and model inversion attacks, extracting training data information from an ML model. Benchmarking attacks and defenses.

darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

detectors

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

detectron2

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

diou-darknet

Distance-IoU Loss into YOLO v3

distilling-the-knowledge-in-a-neural-network

Demonstration of transfer of knowledge and generalization with distillation

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

fcos-1

An unofficial implementation of FCOS in Pytorch: 37.3-resnet50-700px

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

gcnet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

hidden-trigger-backdoor-attacks

Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"

hoim-pytorch

Hierarchical Online Instance Matching for Person Search (AAAI'20)

liu199604

Config files for my GitHub profile.

liu199604.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

mask_rcnn

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

membership-inference

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)

mia

A library for running membership inference attacks against ML models