philferriere/tfoptflow
Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
Former Cruise Senior Software/Research Engineer and Microsoft Tech/Development Lead passionate about Deep Learning with a focus on Computer Vision.
Repositories
philferriere/cocoapi
Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3
philferriere/aind-projects
Phil Ferriere's Artificial Intelligence Nanodegree Projects (reports and code)
philferriere/dlwin
GPU-accelerated Deep Learning on Windows 10 native
philferriere/tfvos
Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.
philferriere/tfwss
Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instance and Semantic Segmentation, by Khoreva et al. (CVPR 2017).
philferriere/dotfiles
A collection of my personal dotfiles
philferriere/pyflow
Fast, accurate and easy to run dense optical flow with python wrapper
philferriere/mscsshiny
Test/demo web app for R packages like {mscsweblm4r} and {mscstexta4r} that interface with Microsoft Cognitive Services REST APIs.
philferriere/tf-dsb-18
Team Three_Explorers 2018 Data Science Bowl Dual U-Net Nuclei Segmentation Solution
philferriere/awesome-deep-vision
A curated list of deep learning resources for computer vision
philferriere/mscstexta4r
R Client for the Microsoft Cognitive Services Text Analytics REST API
philferriere/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
philferriere/modern-deep-learning-docker
Modern Deep Learning Docker Image
philferriere/LapSRN
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution (CVPR 2017)
philferriere/SemanticSegmentation_DL
Resources of semantic segmantation based on Deep Learning model
philferriere/awesome-semantic-segmentation
awesome-semantic-segmentation
philferriere/keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
philferriere/TuSimple-DUC
Understanding Convolution for Semantic Segmentation
philferriere/mscsweblm4r
R Client for the Microsoft Cognitive Services Web Language Model REST API