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Phil Ferriere's Projects

aind-projects icon aind-projects

Phil Ferriere's Artificial Intelligence Nanodegree Projects (reports and code)

cocoapi icon cocoapi

Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3

dlwin icon dlwin

GPU-accelerated Deep Learning on Windows 10 native

keras icon keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

lapsrn icon lapsrn

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution (CVPR 2017)

mask_rcnn icon mask_rcnn

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

mscsshiny icon mscsshiny

Test/demo web app for R packages like {mscsweblm4r} and {mscstexta4r} that interface with Microsoft Cognitive Services REST APIs.

mscstexta4r icon mscstexta4r

R Client for the Microsoft Cognitive Services Text Analytics REST API

mscsweblm4r icon mscsweblm4r

R Client for the Microsoft Cognitive Services Web Language Model REST API

pyflow icon pyflow

Fast, accurate and easy to run dense optical flow with python wrapper

tf-dsb-18 icon tf-dsb-18

Team Three_Explorers 2018 Data Science Bowl Dual U-Net Nuclei Segmentation Solution

tfoptflow icon 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)

tfvos icon 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.

tfwss icon 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).

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