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mnist_inception_score

Training a MNIST classifier, and use it to compute inception score (ICP)

mrcnn-object-detection

Object detection via a multi-region & semantic segmentation-aware CNN model

mscnn

mxnet-ssd

MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd

netdissect

Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.

nips2016

Learning What and Where to Draw

nnproject_deepmask

Deep Neural Network for object segmentation.

ohem

OHEM support for Fast R-CNN

orb_slam

A Versatile and Accurate Monocular SLAM

orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

paper-implementations

Use PyTorch to implement some classic frameworks

papers

Academic papers that I've written

pauvsi_vio

Purdue AUVSI's Visual Inertial Odometry algorithm.

pcv

Open source Python module for computer vision

perceptualsimilarity

Learned Perceptual Image Patch Similarity (LPIPS) metric and Berkeley-Adobe Perceptual Patch Similarity (BAPPS) dataset

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

pl-svo

Stereo Visual Odometry algorithm through the combination of points and line segments

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

polyaxon

An enterprise-grade open source platform for building, training, and monitoring large scale deep learning applications.

pva-faster-rcnn

Demo code for PVANet

py-r-fcn

R-FCN with joint training and python support

py-r-fcn-multigpu

Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe

pygibbslda

Python Implementation of Collapsed Gibbs Sampling for Latent Dirichlet Allocation (LDA)

pynetbuilder

pyNetBuilder is a modular pytonic interface with builtin modules for generating popular caffe prototxt network file definitions.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-classification

Classification with PyTorch.

pytorch-fid

A Port of Fréchet Inception Distance (FID score) to PyTorch

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

rbm-in-anomaly-detection-simulation

A simulation for an experiment of my paper work. Focus on encoding & decoding feature vectors of network packets with RNN-RBM & GBRBM