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Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

GitHub: https://github.com/topics/keras
Wikipedia: https://en.wikipedia.org/wiki/Keras
Repo: https://github.com/keras-team
Created by: François Chollet
Released: March 27, 2015
Related Topics: api, data-science, deep-learning, machine-learning, neural-network, python, tensorflow,
Last updated: 2024-11-09 00:15:49 UTC
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https://github.com/andreasmazur/geoconv

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

benchmarking convolutional-neural-networks deep-learning deep-neural-networks geodesic-algorithm geometric-deep-learning geometry-processing keras machine-learning neural-network neural-networks tensorflow visualization

Last synced: 13 Oct 2024

https://github.com/kieranlitschel/predictingclosingpricetomorrow

Predict the change in closing price from one trading day to the next into one of four bands for any stock using technical indicators and financial ratios as features.

fintech keras knn machine-learning mysql neural-network python3 random-forest stock-prediction tensorflow

Last synced: 28 Oct 2024

https://github.com/tirendazacademy/deep-learning-with-tensorflow

Deep Learning with TensorFlow

deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials machine-learning machinelearning-python tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/tlkh/pycon-sg19-tensorflow-tutorial

PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance

deep-learning keras mixed-precision nvidia tensorflow

Last synced: 07 Nov 2024

https://github.com/nikhilcodes/fake-twitter-account-detection-keras

Using Deep Neural Network to create a predictive model for Fake Account Detection.

accuracy classification deep-learning deep-neural-network deeplearning keras prediction tensorflow

Last synced: 22 Oct 2024

https://github.com/adhaamehab/arabicnlp

Python package for Arabic natural language processing

arabic arabic-nlp keras ml nlp part-of-speech-tagger postagging sequence-modeling

Last synced: 11 Oct 2024

https://github.com/akimach/gestureai

RNN(Recurrent Nerural network) model which recognize hand-gestures drawing 5 figures.

coreml dataset deep-learning deep-neural-networks demo ios keras keras-models keras-tensorflow machine-learning python python-2 recurrent-nerural-network rnn tensorflow

Last synced: 12 Oct 2024

https://github.com/swainshashwat/Audio-Classification-using-Deep-Learning

Classifying 10 different categories of Sound using Deep Learning.

audio-processing deep-learning deep-neural-networks keras keras-classification-models python3

Last synced: 06 Nov 2024

https://github.com/rvinas/adversarial-gene-expression

Adversarial generation of gene expression data using Generative Adversarial Networks

adversarial-machine-learning adversarial-networks bioinformatics e-coli gan gene-expression gene-regulatory-network generative-adversarial-network keras machine-learning tensorflow

Last synced: 27 Oct 2024

https://github.com/brainglobe/cellfinder-napari

Efficient cell detection in large images using cellfinder in napari

cell-detection cellfinder keras napari napari-plugin object-detection resnet tensorflow

Last synced: 27 Sep 2024

https://github.com/qeeqbox/image-analyzer

Interface for Image-Related Deep Learning Models (E.g. NSFW, MAYBE and SFW)

deep-learning image-analyzer interface keras nsfw nsfw-recognition python3 server transfer-learning

Last synced: 13 Oct 2024

https://github.com/micah5/totally_humans

rnn trained on r/totallynotrobots 🤖

keras lstm rnn

Last synced: 06 Nov 2024

https://github.com/larq/zookeeper

A small library for managing deep learning models, hyperparameters and datasets

command-line-interface deep-learning hyperparameter keras machine-learning python tensorflow tensorflow-datasets

Last synced: 13 Oct 2024

https://github.com/zenithclown/ai-ml-project-template

A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure.

deep-learning jupyter-notebook keras ml-engineering ml-platform ml-production ml-project ml-roadmap mlops template tensorflow

Last synced: 27 Oct 2024

https://github.com/vocalpy/hybrid-vocal-classifier

a Python machine learning library for animal vocalizations and bioacoustics

birdsong keras machine-learning python scikit-learn tensorflow

Last synced: 01 Nov 2024

https://github.com/rashadgarayev/firedetection

FireDetection is an artificial intelligence project for real-time fire detection and custom images.

faster-rcnn fire firedetection keras smoke tensorflow

Last synced: 07 Nov 2024

https://github.com/vi3k6i5/learning_ml

I am teaching a Learning ML workshop for some folks @ Belong.co. Creating this repo to organise the course material.

keras keras-tutorials machine-learning machine-learning-tutorials tensorflow tensorflow-tutorials

Last synced: 07 Aug 2024

https://github.com/shah0150/artificial-neural-networks-visualizer

Visualizing Artificial Neural Networks (ANNs) with just One Line of Code

artificial-intelligence artificial-neural-networks cnn-keras deep-learning keras keras-neural-networks machine-learning visualization

Last synced: 08 Nov 2024

https://github.com/rodrigobressan/keras-multi-output-model-utk-face

Exploring Keras functional API to build a multi-output model to predict race, gender and sex on UTK Face dataset.

deep-learning keras machine-learning multi-output-networks utkface

Last synced: 06 Nov 2024

https://github.com/sayakpaul/ml-bootcamp-india-2022

Contains materials from the facilitation sessions conducted for the ML Bootcamp India (2022) organized by Google DevRel team.

keras ml-bootcamp-india tensorflow

Last synced: 23 Oct 2024

https://github.com/dalmia/brain-tumor-segmentation-keras

Keras implementation of the multi-channel cascaded architecture introduced in the paper "Brain Tumor Segmentation with Deep Neural Networks"

convolutional-neural-networks deep-learning keras medical-imaging python

Last synced: 30 Oct 2024

https://github.com/rstudio/tfdeploy

tfdeploy: Deploy Tensorflow Models from R

deployment keras r rest tensorflow

Last synced: 03 Aug 2024

https://github.com/anastassia-b/neural-algorithm-artistic-style

🎨 Convolutional neural network implementation to generate content-and-style transferred images.

art convolutional-neural-networks deep-learning keras

Last synced: 20 Oct 2024

https://github.com/florianwoelki/lungcure

This is a WebApp, which detects lung diseases with integrated stripe payment processing.

deep-learning jupyter-notebook keras lung-cancer lung-cancer-detection lungcure machine-learning python stripe tensorflow webapp

Last synced: 14 Oct 2024

https://github.com/a-ws-m/unlocknn

A Python package for adding uncertainties to neural network models of chemical systems.

chemistry keras machine-learning materials-science python tensorflow-probability

Last synced: 11 Oct 2024

https://github.com/titu1994/residual-of-residual-networks

Residual Network of Residual Networks in Keras

deep-learning keras residual-networks resnet ror

Last synced: 13 Oct 2024

https://github.com/vzhou842/easy-vqa-keras

A Keras implementation of VQA using the easy-VQA dataset.

easy-vqa keras keras-tensorflow vqa

Last synced: 30 Oct 2024

https://github.com/asparagui/keras_mnist_demo

Demo of using keras to generate a neural network and iOS 11 to run the converted model.

convolutional-neural-networks coreml coremltools demo ios11 keras neural-network xcode xcode9

Last synced: 24 Oct 2024

https://github.com/zfturbo/classification_models_1d

Classification models 1D Zoo - Keras and TF.Keras

1d-cnn 1d-convolution 1d-model audio-processing keras keras-tensorflow tensorflow

Last synced: 13 Oct 2024

https://github.com/ekzhang/vae-cnn-mnist

Conditional variational autoencoder applied to EMNIST + an interactive demo to explore the latent space.

keras mnist variational-autoencoder

Last synced: 12 Oct 2024

https://github.com/vzhou842/easy-VQA-keras

A Keras implementation of VQA using the easy-VQA dataset.

easy-vqa keras keras-tensorflow vqa

Last synced: 07 Nov 2024

https://github.com/SantoshPattar/ConvNet-OOP

ConvNet Implementation: An Object Oriented Approach using Keras API.

cnn convolution-neural-networks deep-learning keras keras-tutorials oop templates

Last synced: 07 Aug 2024

https://github.com/lunardog/kelner

Serve your models

keras server tensorflow-models

Last synced: 10 Oct 2024

https://github.com/minerva-ml/steppy-toolkit

Curated set of transformers that make your work with steppy faster and more effective :telescope:

data-science deep-learning keras keras-models machine-learning nlp open-source pipeline pipeline-framework python python3 pytorch pytorch-models reproducibility reproducible-research steppy steppy-toolkit steps tensorflow tensorflow-models

Last synced: 26 Sep 2024

https://github.com/yashk2810/visualization-of-convolutional-layers

cnn-keras keras visualization

Last synced: 23 Oct 2024

https://github.com/gallettilance/kviz

https://pypi.org/project/kviz/ Visualization library for keras neural networks. Contributions welcome

decision-boundary gif keras keras-vis keras-visualization keras-visualizer neural-network-visualization neural-network-visualizations neural-networks neural-networks-visualization tensorflow-visualizations

Last synced: 06 Nov 2024

https://github.com/schornacklabslcu/amfinder

The Automatic Mycorrhiza Finder (AMFinder) allows for automatic computer vision-based identification and quantification of AM fungal colonisation and intraradical hyphal structures on ink-stained root images using convolutional neural networks.

deep-learning gtk2 image-analysis keras microscopy mycorrhiza neural-networks ocaml python3

Last synced: 02 Nov 2024

https://github.com/autonomio/studio

GUI for Keras and TensorFlow with integrated hyperparameter optimization and NLP

ai artificial-intelligence data-science deep-learning hyperparameter-optimization hyperparameter-tuning keras tensorflow

Last synced: 06 Nov 2024

https://github.com/sebastian-sz/efficientnet-v2-keras

Efficientnet V2 adapted to Keras functional API.

keras keras-application onnx onnxruntime tensorflow tensorflow-lite tensorflow-models

Last synced: 10 Oct 2024

https://github.com/guillaume-chevalier/predict-if-salary-is-over-50k-with-keras

Predict whether income exceeds $50K/yr based on census data of the "Adult Dataset". Also known as "Census Income" dataset.

keras machine-learning neural-network

Last synced: 23 Oct 2024

https://github.com/IBM/MAX-Breast-Cancer-Mitosis-Detector

Detect whether a mitosis exists in an image of breast cancer tumor cells

docker-image keras machine-learning machine-learning-models

Last synced: 04 Aug 2024

https://github.com/renatosc/nnv

NNV - Neural Network Visualizer

jupyter-notebook keras neural-network-visualizations pip python tensorflow

Last synced: 14 Oct 2024

https://github.com/jay-johnson/antinex-core

Network exploit detection using highly accurate pre-trained deep neural networks with Celery + Keras + Tensorflow + Redis

ai-security anti-nex artificial-intelligence celery docker jupyter keras redis tensorflow

Last synced: 01 Nov 2024

https://github.com/tensorspace-team/tensorspace-converter

🔨TensorSpace Standard Preprocess Tool for Pre-trained Models from TensorFlow, Keras, TensorFlow.js

converter deeplearning keras tensorflow tensorspace tfjs

Last synced: 11 Oct 2024

https://github.com/kittinan/trex-keras-cnn

Play T-Rex game with Keras using convolutional neural network

cnn-classification keras trex-game

Last synced: 05 Nov 2024

https://github.com/saravanabalagi/deep_image_prior

Image Operations without training using deep image prior

deep-image-prior denoising-autoencoders keras tensorflow

Last synced: 16 Oct 2024

https://github.com/brainglobe/cellfinder-core

Standalone cellfinder cell detection algorithm

cell-detection cellfinder image-analysis keras microscopy object-detection resnet tensorflow

Last synced: 26 Sep 2024

https://github.com/ecodynizw/imageseg

R package for deep learning image segmentation

image-segmentation keras tensorflow

Last synced: 11 Oct 2024

https://github.com/tatevkaren/convolutional-neural-network-image_recognition_case_study

Computer Vision Case Study in image recognition to classify an image to a binary class, based on Convolutional Neural Networks (CNN), with TensorFlow and Keras in Python, to identify from an image whether it is an image of a dog or cat. (Includes: Data, Case Study Paper, Code)

case-study cnn cnn-for-visual-recognition cnn-model computer-vision convolutional-neural-networks deep-learning image-recognition keras machine-learning prediction python tensorflow tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/spaceml-org/missing-pixel-filler

missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.

aqua arxiv deep-learning keras machine-learning python remote-sensing satellite-imagery swath-gaps tensorflow terra uc-mercer-land uc-mercer-visualization

Last synced: 02 Nov 2024

https://github.com/kpe/params-flow

A TensorFlow Keras coding style for reducing boilerplate code in custom layers and models.

keras tensorflow

Last synced: 07 Nov 2024

https://github.com/spratiher9/netplot

A ultra-lightweight 3D renderer of the Tensorflow/Keras neural network architectures

keras python visualization

Last synced: 20 Oct 2024

https://github.com/0101011/yolo-object-recognition-opencv-keras

YOLO v3 object detection trained on COCO with CLI interface. OpenCV and TensorFlow Keras implementations and comparison.

ai artificial-intelligence artificial-intelligence-algorithms computer-vision deep-learning deeplearning keras machine-learning machine-learning-algorithms machinelearning object-detection object-recognition object-tracking tensorflow tensorflow-examples tensorflow-experiments tensorflow-models yolo yolo3 yolov3

Last synced: 10 Oct 2024

https://github.com/weiji14/nz_convnet

A U-net based ConvNet for NZ imagery to classify building outlines.

aerial-imagery big-data binder computer-vision convolutional-neural-networks deep-learning jupyter-notebook keras

Last synced: 22 Oct 2024

https://github.com/rishit-dagli/glu

An easy-to-use library for GLU (Gated Linear Units) and GLU variants in TensorFlow.

activation-functions artificial-intelligence deep-learning glu keras machine-learning neural-network python tensorflow transformers

Last synced: 23 Oct 2024

https://github.com/innixma/dex

Continual Learning Toolkit for Reinforcement Learning

artificial-intelligence deep-reinforcement-learning keras python tensorflow

Last synced: 23 Oct 2024

https://github.com/jleinonen/keras-fid

Frechet Inception Distance for Keras-based GANs

frechet-distance frechet-inception-distance generative-adversarial-networks keras

Last synced: 29 Oct 2024

https://github.com/xai-demonstrator/xai-demonstrator

The XAI Demonstrator is a modular platform that lets users interact with production-grade Explainable AI (XAI) systems.

ai docker explainable-ai fastapi huggingface-transformers keras machine-learning mobile-first pytorch tensorflow vuejs xai

Last synced: 07 Nov 2024

https://github.com/praful932/tf-rec

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

deep-learning keras machine-learning machine-learning-algorithms matrix-factorization python python-library recommendation-system recommender-system svd svdplusplus svdpp tensorflow

Last synced: 13 Oct 2024

https://github.com/neka-nat/vin-keras

This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras

deep-learning keras nips-2016 value-iteration value-iteration-network

Last synced: 14 Oct 2024

https://github.com/aibharata/medicalai

Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/

ai-framework keras medical-applications medical-imaging pdf-report prediction tensorflow tensorflow2

Last synced: 11 Oct 2024

https://github.com/asnelt/mmae

Package for Multimodal Autoencoders in TensorFlow / Keras

autoencoder autoencoders bregman-distance deep-learning keras keras-models keras-tensorflow multimodal-deep-learning multimodal-learning tensorflow

Last synced: 11 Oct 2024

https://github.com/bkataru/fake-currency-identification

Uses retrained MobileNetV2 classification models to determine whether an Indian currency note is fake or real (based on watermark and fluorescent strip)

cnn-keras convolutional-neural-networks currency-detection currency-images deep-learning fake-currency keras mobilenet mobilenetv2 opencv tensorflow vgg16 vgg16-model

Last synced: 05 Nov 2024

https://github.com/guildai/guildai-r

Track machine learning experiments

deep-learning keras machine-learning

Last synced: 11 Oct 2024

https://github.com/jrzaurin/neural_cf

Comparing keras, pytorch and gluon using neural collaborative filtering

collaborative-filtering deep-learning gluon keras pytorch recommender-system

Last synced: 15 Oct 2024

https://github.com/innovatorved/gray_scale_to_color_image

Transforming Black & White Image in to colored image. Upload a black and white image to see it colorized by our deep learning model.

ai deep-learning gan gradio image image-processing innovatorved keras keras-tensorflow neural-network

Last synced: 31 Oct 2024

https://github.com/soumik12345/vision-transformer

Tensorflow 2.x implementation of Vision-Transformer model

cifar10 classification image-classification keras tensorflow2 transformer vision-transformer

Last synced: 24 Oct 2024

https://github.com/sayakpaul/distributed-training-in-tensorflow-2-with-ai-platform

Contains code to demonstrate distributed training in TensorFlow 2 with AI Platform and custom Docker contains.

ai-platform distributed-training docker gcp gcr keras tensorflow2

Last synced: 23 Oct 2024

https://github.com/bsamseth/tictacnet

Solving Tic-Tac-Toe with Neural Networks.

ai board-game keras machine-learning neural-network tensorflow tic-tac-toe tictactoe

Last synced: 23 Oct 2024

https://github.com/fmolivato/ramandatagenerator

Generator useful to handle Raman spectra data augmentation for deep learning models

augmentation deep-learning keras raman-spectra raman-spectroscopy tensorflow

Last synced: 14 Oct 2024

https://github.com/michaelmendoza/learning-tensorflow

Simple Tensorflow tutorials for learning by example

cifar10 convolutional-networks deep-learning example fft fourier-transform keras keras-tensorflow keras-tutorials learning-algorithms learning-tensorflow mnist-classification neural-network python segmentation tensorflow tensorflow-tutorial tensorflow2 tutorial unet

Last synced: 13 Oct 2024

https://github.com/systats/textlearnR

A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.

classification hyperparameter-optimization keras nlp r text-mining

Last synced: 05 Aug 2024

https://github.com/cyberzhg/keras-adaptive-softmax

Adaptive embedding and softmax

adaptive keras softmax

Last synced: 29 Sep 2024

https://github.com/rodrigobressan/padify

Framework to perform PAD (Presentation Attack Detection) on Facial Recognition systems through intrinsic properties and Deep Neural Networks - Still Under Development

biometrics cnn face-spoofing-detection facial-recognition keras pad presentation-attack-detection resnet50

Last synced: 06 Nov 2024

https://github.com/kautenja/ios-semantic-segmentation

An example of semantic segmentation on iOS using CoreML and Keras.

coreml keras semantic-segmentation tiramisu

Last synced: 27 Oct 2024

https://github.com/jakoch/jupyter-devbox

A Docker DevBox for Jupyter Notebook's with a focus on Computer Vision, Machine Learning, Finance, Statistics and Visualization.

debian docker imutils jupyter-notebook keras opencv pandas python3 scikit-learn scipy seaborn tensorflow

Last synced: 28 Oct 2024

https://github.com/sayannath/mirnet-flutter

MIRNet model is used to enhance a low-light image. Implemented MIR-Net model with TF-Lite.

android android-app app flutter ios keras mirnet mirnet-flutter mirnet-model mobile stars tensorflow2 tfhub tflite

Last synced: 24 Oct 2024

https://github.com/opt-mucca/pyscipopt-ml

Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs

artificial-intelligence decision-trees keras lightgbm machine-learning mathematical-programming mixed-integer-optimization mixed-integer-programming neural-networks optimization python pytorch sklearn surrogate-models xgboost

Last synced: 07 Nov 2024

https://github.com/madeyoga/handwritten-text-recognition

Train a Text Recognition CRNN model with Tensorflow2 & Keras & IAM Dataset. Convolutional Recurrent Neural Network. CTC.

convolutional-neural-networks ctc-loss handwritten-text-recognition htr iam-dataset keras recurrent-neural-networks simple-htr tensorflow2 text-recognition

Last synced: 11 Oct 2024

https://github.com/time1ess/torchtools

A High-Level training API on top of PyTorch

keras pytorch

Last synced: 14 Oct 2024

https://github.com/zmyzheng/3d-semantic-segmentation-for-scene-parsing

A new approach for the real time 3D semantic segmentation based on feature abstract and deep learning method

3d computer-vision keras neural-networks semantic-segmentation

Last synced: 23 Oct 2024

https://github.com/tanaybhadula/malware-image-detection

A deep learning project which uses a method that converts malware .bytes files into gray-scale images and uses a CNN deep learning model to classify the converted malware image and identify the malware family it belongs to.

classification cnn cybersecurity deep-learning keras machine-learning malware python scipy tensorflow

Last synced: 28 Oct 2024

https://github.com/margaretmz/gans-in-art-and-design

Colab notebooks for GAN tutorials.

art computer-vision deep-learning design gans generative generative-art keras tensorflow tensorflow2

Last synced: 06 Nov 2024

https://github.com/matcom/ml

Base machine learning image and environment.

docker keras machine-learning python sklearn tensorflow

Last synced: 08 Nov 2024

https://github.com/aakashns/deep-learning-workbook

A universal workflow for solving machine learning problems

deep-learning jupyter-notebook keras machine-learning tensorflow

Last synced: 02 Nov 2024

https://github.com/lyeoni/keras-mnist-cvae

autoencoder deep-learning generative-model keras mnist vae

Last synced: 06 Nov 2024

https://github.com/IBM/MAX-Review-Text-Generator

Generate English-language text similar to the text in the Yelp® review data set.

docker-image keras machine-learning machine-learning-models

Last synced: 04 Aug 2024

https://github.com/xmba15/obstacle_detection_stixelnet

stixelnet for obstacle region detection of road scenes

keras stixel stixelnet

Last synced: 27 Oct 2024

https://github.com/soroushj/keras-balanced-batch-generator

A Keras-compatible generator for creating balanced batches

keras machine-learning machine-learning-algorithms

Last synced: 03 Aug 2024

https://github.com/akshaymogaveera/self-driving-robot-using-neural-network

This project introduces the autonomous robot which is a scaled down version of actual self-driving vehicle and designed with the help of neural network. The main focus is on building autonomous robot and train it on a designed track with the help of neural network so that it can run autonomously without a controller or driver on that specific track. The robot will stream the video to laptop which will then take decisions and send the data to raspberry pi which will then control the robot using motor driver. This motor driver will move the robot in required directions. Neural Network is used to train the model by first driving the robot on the specially designed track by labeling the images with the directions to be taken. After the model is trained it can make accurate predictions by processing the images on computer. This approach is better than conventional method which is done by extracting specific feature from images.

arduino artificial-neural-networks driverless-car google gradient-descent keras machine-learning neural-network opencv opencv3-python python raspberry-pi robotics self-driving-car self-driving-car-simulation tensorflow tensorflow-models waymo

Last synced: 29 Oct 2024

https://github.com/titu1994/keras-minimal-rnn

Keras implementation of MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks

keras minimal minimalrnn rnn

Last synced: 13 Oct 2024

https://github.com/nksaraf/lepton-footprint-extraction

Automated building polygon extraction from satellite imagery

automation building-footprints keras pipeline-framework tensorflow vision

Last synced: 15 Oct 2024

https://github.com/jackgoh/whatfood

Food classification using deep learning

convolutional-neural-networks deep-learning food-classification image-classification keras

Last synced: 28 Oct 2024

https://github.com/chinmayrane16/mnist-digit-recognizer-cnn-keras-99.66

Used the Dataset "MNIST Digit Recognizer" on Kaggle. Trained Convolutional Neural Networks on 42000 Training Images and predicted labels on 28000 Test Images with an Validation Accuracy of 99.52% and 99.66% on Kaggle Leaderboard.

cnn confusion-matrix deep-learning keras matplotlib mnist-dataset neural-networks