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Siju Samuel's Projects

caffe icon caffe

Caffe: a fast open framework for deep learning.

darkflow-yolo icon darkflow-yolo

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

ddia-references icon ddia-references

Literature references for “Designing Data-Intensive Applications”

defensegan icon defensegan

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

ell icon ell

Embedded Learning Library

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastfcn icon fastfcn

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.

federated icon federated

A framework for implementing federated learning

ffdl icon ffdl

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

glow icon glow

Compiler for Neural Network hardware accelerators

neon icon neon

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

nnvm icon nnvm

Bring deep learning to bare metal

onnx icon onnx

Open Neural Network Exchange

onnxruntime icon onnxruntime

ONNX Runtime: cross-platform, high performance scoring engine for ML models

plaidml icon plaidml

PlaidML is a framework for making deep learning work everywhere.

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