Projects in Awesome Lists tagged with cnn-keras

https://github.com/emilwallner/screenshot-to-code

A neural network that transforms a design mock-up into a static website.

cnn cnn-keras deep-learning encoder-decoder floydhub jupyter jupyter-notebook keras lstm machine-learning seq2seq

Last synced: 26 Sep 2024

https://github.com/Machine-Learning-Tokyo/DL-workshop-series

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

cnn-keras convolutional-neural-networks deep-learning keras workshop

Last synced: 31 Jul 2024

https://github.com/JasonLiTW/simple-railway-captcha-solver

實作基於CNN的台鐵訂票驗證碼辨識以及透過模仿及資料增強的訓練集產生器 (Simple captcha solver based on CNN and a training set generator by imitating the style of captcha and data augmentation)

captcha-breaking captcha-generator captcha-solver captcha-solving cnn-keras keras python

Last synced: 03 Aug 2024

https://github.com/experiencor/self-driving-toy-car

A self driving toy car using end-to-end learning

cnn-keras convolutional-networks deep-learning machine-learning raspberry-pi self-driving-car servo

Last synced: 03 Aug 2024

https://github.com/cgnorthcutt/benchmarking-keras-pytorch

🔥 Reproducibly benchmarking Keras and PyTorch models

benchmarking cnn cnn-classification cnn-keras deep-learning imagenet keras keras-tutorials pytorch pytorch-tutorial

Last synced: 07 Aug 2024

https://github.com/scopeInfinity/Video2Description

Video to Text: Natural language description generator for some given video. [Video Captioning]

audio-processing cnn-keras deep-neural-networks image-captioning lstm-neural-networks video-captioning video-processing video-to-text

Last synced: 01 Aug 2024

https://github.com/skyduy/CNN_keras

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

captcha cnn-keras machine-learning multilabel-classification pytorch-cnn

Last synced: 03 Aug 2024

https://github.com/hellloxiaotian/brdnet

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

batch-renormalization cnn cnn-keras deep-learning dilated-convolution image-denoising image-restoration keras low-level-vision python python2 real-noise residual-learning

Last synced: 01 Oct 2024

https://github.com/chxj1992/captcha_cracker

卷积神经网络实现的验证码识别

cnn-keras neural-network tensorflow

Last synced: 31 Jul 2024

https://github.com/mxhofer/Named-Entity-Recognition-BidirectionalLSTM-CNN-CoNLL

Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"

bidirectional-lstm cnn-keras conll-2003 keras

Last synced: 02 Aug 2024

https://github.com/zhouzaihang/faceemotionclassifier

人脸识别与卡通化

cnn-keras emoji opencv-python tensorflow tensorflow-examples

Last synced: 26 Sep 2024

https://github.com/lucaaslb/cnn-libras

Rede Neural Convolucional para reconhecimento de gestos em LIBRAS (Alfabeto) Projeto 01/2019 - Ciência da Computação (Universidade Anhembi Morumbi)

artificial-intelligence cnn cnn-classification cnn-keras convolutional-layers convolutional-neural-networks deep-learning inteligencia-artificial keras-tensorflow leaky-relu libras tensorflow

Last synced: 03 Aug 2024

https://github.com/farshidnooshi/tensorflow-notebooks

A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems

cnn-keras deep-learning keras lstm machine-learning neural-network nlp-machine-learning rnn rnn-tensorflow tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 26 Sep 2024

https://github.com/jw15/wildflower-finder

Image classification of wildflowers using deep residual learning and convolutional neural nets

cnn cnn-keras deep-learning deep-networks gps-location image-classification plant-identification resnet-50 theano

Last synced: 01 Aug 2024

https://github.com/trykatchup/poke-pi-dex

Our deep learning for computer vision related project for nostalgic poke weebs (Sistemi digitali, Unibo).

artificial-intelligence cnn cnn-keras computer-vision deep-learning image-classification image-processing machine-learning numpy opencv poke-pi-dex pokedex pokemon pygame raspberry-pi-4 raspberrypi tensorflow tkinter

Last synced: 29 Sep 2024

https://github.com/KyleBanks/conways-gol-cnn

A convolutional neural network that plays Conway's Game of Life.

cnn cnn-keras convolutional-neural-networks conway-game conways-game-of-life

Last synced: 07 Aug 2024

https://github.com/yulingtianxia/handgesturecnn

Trainning Inception v3 model with Keras, and predict with MPS on iOS.

cnn-keras inception-v3 ios10 mps

Last synced: 02 Oct 2024

https://github.com/faust-prime/X-ray-images-classification-with-Keras-TensorFlow

ConvNet (CNN) implementation to classify x-ray medical images

augmentation cnn cnn-for-visual-recognition cnn-keras cnn-tensorflow computer-vision keras-implementations keras-layer keras-neural-networks medical medical-image-analysis medical-image-processing tensorflow tensorflow-examples

Last synced: 03 Aug 2024

https://github.com/benjaminykim/correlation-cnn

Convolutional Neural Network to determine the correlation of a set of points in a graph

cnn cnn-keras convolutional-neural-network correlation

Last synced: 31 Jul 2024

https://github.com/vogon101/skincancer

Skincancer detection project

cnn cnn-keras keras machine-learning tensorflow tensorflow-examples tensorflow-experiments

Last synced: 26 Sep 2024

https://github.com/victorowinoke/cnn-image-classification-using-fashion-mnist-dataset

There's been much speculation in recent years about neural networks technologies and other deep learning algorithms, primarily because of the popularity of several implementations in the sector utilizing these techniques. Consequently, this hype has yielded several innovative ideas to build open-source libraries and methods to enable the average income tech-savvies to achieve their objective. This research paper aims to examine and illustrate how to use deep learning technologies and algorithms to precisely classify a dataset of fashion images into their respective clothing categories. First, the paper shows the general knowledge of convolutional neural networks (CNN) and the techniques of image classification. Later on, it also discusses the methodology of building a neural network and the simulation process. The results of the neural network simulation are compressively evaluated and discussed.

cnn-classification cnn-keras code deep-neural-networks fashion-classifier fashion-mnist-dataset image-classification python3 report tensorflow tensorflow-models

Last synced: 26 Sep 2024

https://github.com/atrostan/4107_final_project

CNN model for classifying Psytrance Subgenres

cnn-keras genre-classification keras-tensorflow mir tensorflow-experiments

Last synced: 26 Sep 2024

https://github.com/vjgpt/tensorflow-series

Here you can find how to train Tensorflow ML model on various algorithms and Deploying these model on production.

cnn-keras deployment devops production serving tensorflow tensorflow-models tensorflow-tutorials

Last synced: 26 Sep 2024

https://github.com/aman-chauhan/Image-Coloring

Deep Neural Net for coloring grayscale images using local and global image features

cnn-classification cnn-keras image-colorization python

Last synced: 03 Aug 2024

https://github.com/luca-parisi/hyper_sinh

hyper-sinh: An Accurate and Reliable Activation Function from Shallow to Deep Learning in TensorFlow, Keras, and PyTorch

activation-functions cnn cnn-classification cnn-keras cnn-model deep-learning deep-neural-networks keras keras-neural-networks keras-tensorflow machine-learning machinelearning-python pytorch sinh tensorflow tensorflow-models torch

Last synced: 26 Sep 2024

https://github.com/akash1070/computer-vision

Building & Deploying Computer Vision Models

alexnet cnn-architecture cnn-keras covnets dropout-keras googlenet-inception-network lenet-5 lenet-architecture mnist-dataset mnist-fashion object-detection opencv-python pooling pycharm-ide transfer-learning vgg16 yolov5

Last synced: 27 Sep 2024

https://github.com/sreeeswaran/handwritten-digit-classification

This project implements a Convolutional Neural Network (CNN) to classify handwritten digits from the MNIST dataset. The model is built using TensorFlow and Keras.

classification-model cnn cnn-classification cnn-keras deep-learning handwritten-digit-recognition handwritten-text-recognition keras keras-classification-models keras-models keras-tensorflow mnist mnist-classification mnist-dataset mnist-handwriting-recognition tensorflow

Last synced: 26 Sep 2024

https://github.com/sarthak-1408/tensorflow-basic-to-advanced

"Tensorflow zero to advanced" cover all the topics related to deep learning and explains each section in an easy and efficient way.

cnn-classification cnn-keras computer-vision keras-neural-networks keras-tensorflow neural-network tensorflow tensorflow-tutorials tensorflow2

Last synced: 26 Sep 2024

https://github.com/shettysach/handwriting-calculator

A calculator that uses handwritten digits and operators to calculate the result, using contour detection and CNN model prediction. Tensorflow (Keras) is used to create, train and load the neural network model used for predictions. CustomTKinter is used to provide the GUI. OpenCV and Pillow (PIL) are used for contour detection.

basic-arithmetic-operations calculator cnn cnn-keras convolutional-neural-networks digit-recognition handwriting-calculator handwritten-digit-recognition jupyter-notebook keras keras-models keras-neural-networks mnist mnist-classification mnist-handwriting-recognition opencv opencv2 pillow tensorflow tensorflow-models