Monthly Archives: October 2018

Artificial Intelligence: Links And Resources (86)

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Transfer Learning
https://en.wikipedia.org/wiki/Transfer_learning

Transfer Learning for Deep Learning
https://machinelearningmastery.com/transfer-learning-for-deep-learning/

A bot disguised as a human software developer fixes bugs
https://www.technologyreview.com/s/612336/a-bot-disguised-as-a-human-software-developer-fixes-bugs/

Human-competitive Patches in Automatic Program Repair with Repairnator
https://arxiv.org/abs/1810.05806

TensorBoard
https://www.tensorflow.org/guide/summaries_and_tensorboard

FreeLing Tagset Description
https://talp-upc.gitbooks.io/freeling-4-0-user-manual/content/tagsets.html

Google Dataset Search
https://toolbox.google.com/datasetsearch

DrivenData
https://www.drivendata.org/
Data Science Competitions to Save the World

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

Artificial Intelligence: Links And Resources (85)

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Cell Detection in Microscopy Images with Deep Convolutional Neural Network and Compressed Sensing
https://arxiv.org/pdf/1708.03307.pdf

A Deep Learning Approach for Tumor Tissue Image Classification
https://www.researchgate.net/publication/298929528_A_Deep_Learning_Approach_for_Tumor_Tissue_Image_Classification

Using Machine Learning for Classification of Cancer Cells
https://www.s.u-tokyo.ac.jp/en/utrip/archive/2017/pdf/2_07.pdf

A Deep Learning Approach for Cancer Detection and Relevant Gene Identification
https://psb.stanford.edu/psb-online/proceedings/psb17/danaee.pdf

An improved deep learning approach for detection of thyroid papillary cancer in ultrasound images
https://www.nature.com/articles/s41598-018-25005-7

Google’s Machine Learning Model can Detect Cancer in Real-Time
https://www.analyticsvidhya.com/blog/2018/04/googles-machine-learning-model-can-detect-cancer-real-time/

Deep Learning Based Automatic Immune Cell Detection for Immunohistochemistry Images
https://pdfs.semanticscholar.org/e47c/3012e443d3bd7b0e5630427595e765c4b21f.pdf

Deep Learning for Cancer Diagnosis: A Bright Future
https://software.intel.com/en-us/articles/deep-learning-for-cancer-diagnosis-a-bright-future

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

Artificial Intelligence: Links And Resources (84)

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R-CNN, Fast R-CNN, Faster R-CNN, YOLO — Object Detection Algorithms
https://towardsdatascience.com/r-cnn-fast-r-cnn-faster-r-cnn-yolo-object-detection-algorithms-36d53571365e

Review: Fast R-CNN (Object Detection)
https://medium.com/coinmonks/review-fast-r-cnn-object-detection-a82e172e87ba

1. Introduction to How Faster R-CNN, Fast R-CNN and R-CNN Works
https://www.youtube.com/watch?v=v5bFVbQvFRk

Udacity Vehicle Detection faster rcnn
https://www.youtube.com/watch?v=dLwdY0S_8DY

Mask R-CNN
https://www.youtube.com/watch?v=g7z4mkfRjI4

Human Instances Segmentation (Faster RCNN + UNet) in Supervisely
https://www.youtube.com/watch?v=7eOLm_dsuz8

Image augmentation for machine learning experiments
https://github.com/aleju/imgaug
https://imgaug.readthedocs.io/en/latest/

Cancer Cells Detection Using Digital Image Processing Methods
https://pdfs.semanticscholar.org/2b24/efb5c9d853e9d32c37937be67f00bae25d7b.pdf

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Artificial Intelligence: Links And Resources (83)

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Training a better Haar and LBP cascade based Eye Detector using OpenCV
https://www.learnopencv.com/training-better-haar-lbp-cascade-eye-detector-opencv/

Histogram of oriented gradients
https://en.wikipedia.org/wiki/Histogram_of_oriented_gradients

Histograms of oriented gradients for human detection
https://ieeexplore.ieee.org/document/1467360

Darknet Convolutional Neural Networks
https://github.com/pjreddie/darknet

SSD: Single Shot MultiBox Detector
https://arxiv.org/abs/1512.02325

Single Shot detectors
https://leonardoaraujosantos.gitbooks.io/artificial-inteligence/content/single-shot-detectors.html

SSD object detection: Single Shot MultiBox Detector for real-time processing
https://medium.com/@jonathan_hui/ssd-object-detection-single-shot-multibox-detector-for-real-time-processing-9bd8deac0e06

Fast Region-based Convolutional Neural Network
https://arxiv.org/abs/1504.08083

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

Artificial Intelligence: Links And Resources (82)

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Botia Artificial Intelligence Exercises
https://bitbucket.org/botiaio/

Viola–Jones object detection framework
https://en.wikipedia.org/wiki/Viola%E2%80%93Jones_object_detection_framework

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
https://arxiv.org/abs/1406.4729

Spatial pyramid pooling (SPP)
https://gist.github.com/yardstick17/22c02363c5e04763373b588f1a3bceeb

How does the spatial pyramid matching method work?
https://www.quora.com/How-does-the-spatial-pyramid-matching-method-work

Convolution neural nets, Part 2
https://blog.acolyer.org/2017/03/21/convolution-neural-nets-part-2/

YOLO: Real-Time Object Detection
https://pjreddie.com/darknet/yolo/

Histogram of Oriented Gradients
https://www.learnopencv.com/histogram-of-oriented-gradients/

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

 

Blockchain: Links And Resources (273)

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Bitfinex Took 630 Million Tether Out of Circulation After Drop Below $1
https://www.coindesk.com/bitfinex-took-630-million-tether-out-of-circulation-after-drop-below-1/

Bitcoin Futures Could Go Live on ICE’s Crypto Trading Platform in December
https://www.coindesk.com/bitcoin-futures-will-go-live-on-ices-crypto-trading-platform-in-december/

Truffle Tricks for Ethereum Development: Dispelling 8 Myths & First Impressions
https://medium.com/@timothyjcoulter/truffle-tricks-for-ethereum-development-dispelling-8-myths-first-impressions-880f66bf3320

dexFreight completes First Truckload Shipment using Blockchain Technology
https://www.youtube.com/watch?v=YNOsB-Jugs4

DexFreight Blockchain Startup Finalizes First Bitcoin Smart Contract Truckload Shipment Using RSK
https://bitcoinexchangeguide.com/dexfreight-blockchain-startup-finalizes-first-bitcoin-smart-contract-truckload-shipment-using-rsk/

Getting started with OpenZeppelin-eth: the new stable and upgradeable EVM package
https://blog.zeppelin.solutions/getting-started-with-openzeppelin-eth-a-new-stable-and-upgradeable-evm-package-576fb37297d0

Blockchain’s First Hardware Wallet Will Let You Trade Crypto for Crypto
https://www.coindesk.com/blockchains-first-hardware-wallet-will-let-you-trade-crypto-for-crypto/

Investors Received False Information About Bitmain Funding Round
https://www.coindesk.com/investors-received-false-information-about-bitmain-funding-round/

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez

Blockchain: Links And Resources (272)

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Scalable Zero Knowledge via Cycles of Elliptic Curves
https://eprint.iacr.org/2014/595.pdf

Sorry, I Turned Off My Bitcoin Faucet (Because Money)
https://www.coindesk.com/sorry-i-turned-off-my-bitcoin-faucet-because-money/

ETH Goes Bloom; Filling up Ethereum’s Bloom Filters
https://medium.com/@naterush1997/eth-goes-bloom-filling-up-ethereums-bloom-filters-68d4ce237009

Announcing OpenZeppelin 2.0
https://blog.zeppelin.solutions/announcing-openzeppelin-2-0-afb70aaa298d

Debugging a Smart Contract
https://truffleframework.com/tutorials/debugging-a-smart-contract

How can I view event logs for an ethereum contract?
https://ethereum.stackexchange.com/questions/16313/how-can-i-view-event-logs-for-an-ethereum-contract

HackPedia: 16 Solidity Hacks/Vulnerabilities, their Fixes and Real World Examples
https://hackernoon.com/hackpedia-16-solidity-hacks-vulnerabilities-their-fixes-and-real-world-examples-f3210eba5148

Constructing Bloom Filters without False Positives
https://medium.com/orbs-network/constructing-bloom-filters-without-false-positives-7aaf50b92f3b

Angel “Java” Lopez
https://github.com/ajlopez
http://www.ajlopez.com
http://twitter.com/ajlopez