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Ryan's Projects

npi icon npi

Neural Programmer-Interpreter Implementation (Reed, de Freitas: https://arxiv.org/abs/1511.06279), in Tensorflow

npi-cis700 icon npi-cis700

Use NPIs to distinguish all non-zero elements in a matrix and mark (reverse) them according to their original value

obfuscated-gradients icon obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

openpose icon openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

panet icon panet

PANet for Instance Segmentation and Object Detection

pix2pixhd icon pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs (02-02/02-07/02-09-pix2pixHD)

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pspnet icon pspnet

Pyramid Scene Parsing Network, CVPR2017.

pspnet-pytorch icon pspnet-pytorch

Implemetation of Pyramid Scene Parsing Network in Pytorch (02-02-PSPNet-Pytorch)

pvnet icon pvnet

Code for "PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation" CVPR 2019 oral

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-openpose icon pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.

pytorch_hmr icon pytorch_hmr

pytorch version of "End-to-end Recovery of Human Shape and Pose"

sgpn icon sgpn

SGPN:Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation, CVPR, 2018

siammask icon siammask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

sonnet icon sonnet

TensorFlow-based neural network library

ssma icon ssma

TensorFlow model for training SSMA for multimodal semantic segmentation

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