Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Mnist draw

This is a sample project demonstrating the use of Keras (Tensorflow) for the training of a MNIST model for handwriting recognition using CoreML on iOS 11 for inference.

✭ 139

jupyter-notebook ios tensorflow keras coreml ios11 mnist

Abnormal event detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

✭ 139

python deep-learning machine-learning tensorflow keras neural-network opencv convolutional-neural-networks anomaly-detection video-processing livestream lstm-neural-networks

Usiigaci

Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning

✭ 139

python3 jupyter-notebook machine-learning tensorflow visualization keras tracking matplotlib

Image classifier

CNN image classifier implemented in Keras Notebook 🖼️.

✭ 139

python jupyter-notebook machine-learning keras artificial-intelligence ai convolutional-neural-networks cnn ml image-classification notebook transfer-learning image-recognition cnn-keras

Compute Engine

Highly optimized inference engine for Binarized Neural Networks

✭ 138

android tensorflow keras raspberry-pi simd inference aarch64 armv7 armv8

Svhn Deep Digit Detector

Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.

✭ 137

python tensorflow keras detection

Lung Segmentation 2d

Lung fields segmentation on CXR images using convolutional neural networks.

✭ 138

python deep-learning keras convolutional-neural-networks segmentation unet

Document Classifier Lstm

A bidirectional LSTM with attention for multiclass/multilabel text classification.

✭ 136

python tensorflow keras lstm text-classification recurrent-neural-networks attention-mechanism arxiv

Keras Vgg16 Places365

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

✭ 138

python deep-learning keras cnn embeddings vgg16

Generative adversarial networks 101

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

✭ 138

jupyter-notebook deep-learning tensorflow keras gan generative-adversarial-network gans mnist dcgan generative-adversarial-networks cifar10 wgan

Invoicenet

Deep neural network to extract intelligent information from invoice documents.

✭ 1,886

python shell deep-learning keras deep-neural-networks deeplearning classification information-retrieval keras-tensorflow information-extraction invoice billing invoices keras-neural-networks invoice-pdf invoice-management invoice-software invoice-insight invoice-parser

Keras Coordconv

Keras implementation of CoordConv for all Convolution layers

✭ 136

python tensorflow keras

Tensordash

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

✭ 137

python java android deep-learning machine-learning pytorch tensorflow keras pypi

Vpilot

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.

✭ 136

python deep-learning keras cnn lstm self-driving-car

Policy Gradient

Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras

✭ 135

python keras reinforcement-learning deep-reinforcement-learning policy-gradient

Horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

✭ 11,943

python C++CMake shell Cuda Dockerfile deep-learning machine-learning pytorch tensorflow keras spark deeplearning mxnet machinelearning baidu mpi uber ray

Spektral

Graph Neural Networks with Keras and Tensorflow 2.

✭ 1,946

python deep-learning tensorflow keras graph-neural-networks tensorflow2 graph-deep-learning

Qlik Py Tools

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

✭ 135

python deep-learning machine-learning data-science keras analytics scikit-learn clustering sklearn forecasting

Intelegent lock

lock mechanism with face recognition and liveness detection

✭ 134

python python3 deep-learning tensorflow keras opencv convolutional-neural-networks face-recognition keras-tensorflow

Deeplearning Tf2

Deep learning model zoo with TensorFlow 2.X (& Keras)

✭ 134

python deep-learning tensorflow keras

Tf2 Yolov4

A TensorFlow 2.0 implementation of YOLOv4: Optimal Speed and Accuracy of Object Detection

✭ 133

python tensorflow keras object-detection yolo

Deep Listening

Deep Learning experiments for audio classification

✭ 133

jupyter-notebook deep-learning keras

Gtzan.keras

[REPO] Music Genre classification on GTZAN dataset using CNNs

✭ 132

python tensorflow keras cnn

Mobilenetworks

Keras implementation of Mobile Networks

✭ 132

python tensorflow keras neural-network imagenet

Seq2seq tutorial

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

✭ 132

jupyter-notebook deep-learning machine-learning data-science keras deeplearning nlp-machine-learning sequence-to-sequence keras-tutorials

Simpsonrecognition

Detect and recognize The Simpsons characters using Keras and Faster R-CNN

✭ 131

jupyter-notebook keras convolutional-neural-networks classification detection recognition

Robin

RObust document image BINarization

✭ 131

python deep-learning computer-vision keras opencv neural-networks ocr

Ganspapercollection

✭ 130

deep-learning pytorch tensorflow keras generative-adversarial-network medical-imaging torch gans theano tensorlayer

Vizdoom Keras Rl

Reinforcement Learning in Keras on VizDoom

✭ 130

python keras reinforcement-learning

Object Localization

Object localization in images using simple CNNs and Keras

✭ 130

python keras object-detection cnn mobilenet mobilenetv2 cnn-keras

Ergo Pe Av

🧠 🦠 An artificial neural network and API to detect Windows malware, based on Ergo and LIEF.

✭ 130

python machine-learning api keras gpu malware antivirus

Keras Adabound

Keras implementation of AdaBound

✭ 129

python deep-learning keras optimizer

Keras Face

face detection, verification and recognition using Keras

✭ 128

python keras

Chinese Chatbot

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传模型，可直接运行，跑不起来直播吃键盘。

✭ 124

jupyter-notebook keras chatbot jupyter lstm rnn attention seq2seq chinese-nlp

Handwritten Digit Recognition Using Deep Learning

Handwritten Digit Recognition using Machine Learning and Deep Learning

✭ 127

python deep-learning machine-learning tensorflow keras convolutional-neural-networks classification theano random-forest

Ml Projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

✭ 127

deep-learning machine-learning docker tensorflow nlp keras text-classification word2vec geolocation svm random-forest lstm-neural-networks tensorboard gensim ab-testing

Asr syllable

基于卷积神经网络的语音识别声学模型的研究

✭ 127

python keras cnn attention asr densenet ctc

181-240 of 1371 keras projects