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atten_deep_mil

This is an implementation of ICML 2018 "Attention-based Deep MIL"

attention_deep_miml

Multi Instance Multi Label MIML implementation using Attention, from the MIL paper and implementation https://arxiv.org/pdf/1802.04712.pdf

blog

carnd-advanced-lane-lines

Maps out lane lines in a video using OpenCV

carnd-behavioral-cloning-p3

Keras regression CNN using flow_from_dataframe to produce steering angels from image input

carnd-capstone

The final project for the Udacity Self Driving Car Nanodegree

carnd-extended-kalman-filter-project

SLAM using Extended Kalman Filter on radar and lidar meassurements

carnd-kidnapped-vehicle-project

SLAM using noisy GPS, Sensor and Control data

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

carnd-path-planning-project

Create a path planner that is able to navigate a car safely around a virtual highway

carnd-pid-control-project

carnd-traffic-sign-classifier-project

Use of basic Tensorflow API to create a model for traffic sign classification using the LeNet Architecture

dfr

Project: Unsupervised Anomaly Segmentation via Deep Feature Reconstruction

efficientnet

Implementation of EfficientNet model. Keras and TensorFlow Keras.

efficientnet_noisy_student_keras_transfer_learning

Transfer Learning with EfficientNet Noisy Student model in Keras https://arxiv.org/abs/1911.04252

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

first_app

hmm-tagger

Hidden Markov Model Part of Speech tagger project

hp

RubyOnRailsTest

kubeflow-tools

Simple scripts and instructions for getting the most out of your kubeflow cluster. Use kubernetes-tools to setup and manage Kubernetes using Microk8s or Charmed Kubernetes.

learning

course materials

oauthdemo

OAuth Demo showing how to connect to Dynamics CRM

p3_collab-compet

Uacity Deep Reinforcement Learning 3. Project

pipeline

PipelineAI: Real-Time Enterprise AI Platform

tensorflow-advanced-techniques-specialization

assignments from the cursera class TensorFlow: Advanced Techniques Specialization

tensorflow-serving-universal

Docker build files for making tensorflow-model-server-universal

workshop

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker