Cette compilation de compétitions Kaggle autour de sujets d’analyse d’images peut vous faire gagner du temps dans vos propres Use Cases.

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Digit Recognizer

Wed 25 Jul 2012 - Sat 31 Dec 2016

Classify handwritten digits using the famous MNIST data

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Facial Keypoints Detection

Tue 7 May 2013 - Sat 31 Dec 2016

Detect the location of keypoints on face images

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First Steps With Julia

Mon 4 Aug 2014 - Sat 31 Dec 2016

Use Julia to identify characters from Google Street View images

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Painter by Numbers

Fri 29 Apr 2016 - Mon 31 Oct 2016

Does every painter leave a fingerprint?

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Ultrasound Nerve Segmentation

Thu 19 May 2016 - Thu 18 Aug 2016

Identify nerve structures in ultrasound images of the neck

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State Farm Distracted Driver Detection

Tue 5 Apr 2016 - Mon 1 Aug 2016

Can computer vision spot distracted drivers?

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Avito Duplicate Ads Detection

Fri 6 May 2016 – Mon 11 Jul 2016

Can you detect duplicitous duplicate ads?

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Draper Satellite Image Chronology

Fri 29 Apr 2016 – Mon 27 Jun 2016

Draper provides a unique dataset of images taken at the same locations over 5 days. Kagglers are challenged to predict the chronological order of the photos taken at each location. Accurately doing so could uncover approaches that have a global impact on commerce, science, and humanitarian works.

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Yelp Restaurant Photo Classification

Mon 21 Dec 2015 – Tue 12 Apr 2016

In this competition, Yelp is challenging Kagglers to build a model that automatically tags restaurants with multiple labels using a dataset of user-submitted photos.

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Second Annual Data Science Bowl

Mon 14 Dec 2015 – Mon 14 Mar 2016

Transforming How We Diagnose Heart Disease

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Right Whale Recognition

Thu 27 Aug 2015 – Thu 7 Jan 2016

Identify endangered right whales in aerial photographs

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Diabetic Retinopathy Detection

Tue 17 Feb 2015 – Mon 27 Jul 2015

Identify signs of diabetic retinopathy in eye images

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National Data Science Bowl

Mon 15 Dec 2014 – Mon 16 Mar 2015

Predict ocean health, one plankton at a time

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CIFAR-10 - Object Recognition in Images

Fri 18 Oct 2013 – Sat 18 Oct 2014

Identify the subject of 60,000 labeled images

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UPenn and Mayo Clinic’s Seizure Detection Challenge

Mon 19 May 2014 – Tue 19 Aug 2014

Detect seizures in intracranial EEG recordings

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DecMeg2014 - Decoding the Human Brain

Mon 21 Apr 2014 – Sun 27 Jul 2014

Predict visual stimuli from MEG recordings of human brain activity

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CONNECTOMICS

Wed 5 Feb 2014 – Mon 5 May 2014

Reconstruct the wiring between neurons from fluorescence imaging of neural activity

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Galaxy Zoo - The Galaxy Challenge

Fri 20 Dec 2013 – Fri 4 Apr 2014

Classify the morphologies of distant galaxies in our Universe

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Dogs vs. Cats

Wed 25 Sep 2013 – Sat 1 Feb 2014

Create an algorithm to distinguish dogs from cats

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Multi-modal Gesture Recognition

Fri 21 Jun 2013 – Sun 25 Aug 2013

Recognize gesture sequences in video and depth data from Kinect

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Challenges in Representation Learning: Multi-modal Learning

Fri 12 Apr 2013 – Fri 24 May 2013

The multi-modal learning challenge

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Challenges in Representation Learning: The Black Box Learning Challenge

Fri 12 Apr 2013 – Fri 24 May 2013

Competitors train a classifier on a dataset that is not human readable, without knowledge of what the data consists of.

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Challenges in Representation Learning: Facial Expression Recognition Challenge

Fri 12 Apr 2013 – Fri 24 May 2013

Learn facial expressions from an image

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ICDAR2013 - Gender Prediction from Handwriting

Tue 5 Mar 2013 – Mon 15 Apr 2013

Predict if a handwritten document has been produced by a male or a female writer

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CHALEARN Gesture Challenge 2

Tue 8 May 2012 – Tue 11 Sep 2012

Develop a Gesture Recognizer for Microsoft Kinect (TM)

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CHALEARN Gesture Challenge

Wed 7 Dec 2011 – Tue 10 Apr 2012

Develop a Gesture Recognizer for Microsoft Kinect (TM)

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