arcaulfield MNIST_Classification issues

arcaulfield / MNIST_Classification

A supervised classification model, which predicts the labels of a Modified MNIST dataset. 1st place in Kaggle competition (https://www.kaggle.com/c/modified-mnist/overview)

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Integrated edits

#34 arcaulfield closed 5 years ago
0
Added deeper layers with more filters to resnet

#33 vaquierm closed 5 years ago
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Alison/ensemble

#32 arcaulfield closed 5 years ago
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Global pooling done with option for 5 fold validaiton

#31 vaquierm closed 5 years ago
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Custom callback to generate predictions every time the model state is very good

#30 vaquierm closed 5 years ago
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Added model file to previous PR

#29 vaquierm closed 5 years ago
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Big refactor and cleanup of scripts

#28 vaquierm closed 5 years ago
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incorrect predictions reports

#27 jawaialler closed 5 years ago
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Updated CNN model

#26 vaquierm closed 5 years ago
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Alison/evaluate unprocessed trio

#25 arcaulfield closed 5 years ago
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Added some RNN model suggested on the Keras website.

#24 vaquierm closed 5 years ago
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kaggle results generation

#23 jawaialler closed 5 years ago
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Training on trio images images

#22 vaquierm closed 5 years ago
1
Make a deeper network

#21 vaquierm closed 5 years ago
3
~80% on the test set

#20 vaquierm closed 5 years ago
0
The processed MNIST goes through the same preprocessing as the cropped images

#19 vaquierm closed 5 years ago
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Max mnist predictor

#18 arcaulfield closed 5 years ago
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The images are now cropped directly rather than attempting to rotate them

#17 vaquierm closed 5 years ago
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Can now get a MNIST dataset that is randomly rotated and scaled

#16 vaquierm closed 5 years ago
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Added images of processed MNIST dataset to jupyter notebook

#15 vaquierm closed 5 years ago
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CNN Model done for regular MNIST problem and evaluation pipeline

#14 vaquierm closed 5 years ago
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Max mnist predictor

#13 arcaulfield closed 5 years ago
1
Figure out how to use google colab to use the free GPU provided by google

#12 vaquierm closed 5 years ago
0
Number extraction

#11 vaquierm closed 5 years ago
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Create a way to rotate the image if the prediction is highly uncertain

#10 vaquierm closed 5 years ago
1
Create an option to keep in mind the distribution of the data while making predictions

#9 vaquierm closed 5 years ago
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Create a plugin that can get reports of incorrect predictions

#8 vaquierm closed 5 years ago
1
Create validation pipeline for the MaxMNIST model

#7 vaquierm closed 5 years ago
1
Create a script that can generate kaggle results

#6 vaquierm closed 5 years ago
0
Create a script to process the regular MNIST database to go through the same preprocessing pipeline

#5 vaquierm closed 5 years ago
0
Create a wrapper model that can take input the three images to predict the largest number

#4 vaquierm closed 5 years ago
1
Create a CNN neural network to train on MNIST images

#3 vaquierm closed 5 years ago
0
Create a system to extract numbers fro the training images

#2 vaquierm closed 5 years ago
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Make a nice readme

#1 vaquierm closed 5 years ago
1