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PierreHao's Projects

real-esrgan icon real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

rg-senet_sp-senet icon rg-senet_sp-senet

PyTorch implementation of Delving Deep into Spatial Pooling for Squeeze-and-Excitation Networks.

rl-graphinvent icon rl-graphinvent

RL-GraphINVENT is a platform for graph-based targeted molecular generation using graph neural networks and reinforcement learning. RL-GraphINVENT uses a Gated Graph Neural Network -based model fine-tuned using reinforcement learning to probabilistically generate new molecules with desired property profiles.

rolo icon rolo

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

senet icon senet

Squeeze-and-Excitation Networks

sg2im icon sg2im

Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018

sgg_from_nls icon sgg_from_nls

Code repository for our paper "Learning to Generate Scene Graph from Natural Language Supervision" in ICCV 2021.

siamese-triplet icon siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

smiles-transformer icon smiles-transformer

Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.

sphereface icon sphereface

Deep face recognition pipeline with SphereFace (Caffe).

squeezenet icon squeezenet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

ssh icon ssh

SSH: Single Stage Headless Face Detector

stargan icon stargan

StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

ste-nvan icon ste-nvan

Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification (BMVC 2019)

stock-prediction-algorithm-based-on-machine-learning icon stock-prediction-algorithm-based-on-machine-learning

基于机器学习的股票投资算法,使用到了Auto-ARIMA、LSTM、SVM、Prophet、朴素贝叶斯、移动平均算法等多个算法,从信息收集、算法分析、回测等多个方面进行分析,从消息面、基本面、技术面三种分析方法进行分析。

style-transfer icon style-transfer

An implementation of "A Neural Algorithm of Artistic Style" by L. Gatys, A. Ecker, and M. Bethge. http://arxiv.org/abs/1508.06576.

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