Keras | Ecosyste.ms: Awesome

https://github.com/zfturbo/keras-retinanet-for-open-images-challenge-2018

Code for 15th place in Kaggle Google AI Open Images - Object Detection Track

keras keras-retinanet object-detection pretrained-models

Last synced: 09 Apr 2025

https://github.com/30lm32/ml-projects

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

ab-testing deep-learning docker gensim geolocation imbalanced-data kdtree keras lstm-neural-networks machine-learning mlflow nlp random-forest spam-classification svm tensorboard tensorflow text-classification timeseries-analysis word2vec

Last synced: 08 May 2025

https://github.com/tgjeon/keras-tutorials

Simple tutorials using Keras Framework

deep-learning feedforward-neural-network keras keras-tutorials tensorflow

Last synced: 09 Apr 2025

https://github.com/DataCanvasIO/Hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

autodl automl enas evolutionary-algorithms hyperparameter-optimization hyperparameter-tuning keras mcts monte-carlo-tree-search nas nasnet neural-architecture-search reinforcement-learning

Last synced: 18 Apr 2025

https://github.com/aipredict/ai-deployment

关注AI模型上线、模型部署

deploy keras lightgbm mxnet onnx pmml pyspark pytorch scikit-learn spark-ml tensorflow xgboost

Last synced: 27 Mar 2025

https://github.com/datacanvasio/hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

autodl automl enas evolutionary-algorithms hyperparameter-optimization hyperparameter-tuning keras mcts monte-carlo-tree-search nas nasnet neural-architecture-search reinforcement-learning

Last synced: 04 Apr 2025

https://github.com/tgjeon/Keras-Tutorials

Simple tutorials using Keras Framework

deep-learning feedforward-neural-network keras keras-tutorials tensorflow

Last synced: 27 Nov 2024

https://github.com/xv44586/ccf_2020_qa_match

ccf 2020 qa match competition top1

bert ccf keras top1

Last synced: 09 Apr 2025

https://github.com/ofnote/tsalib

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)

deep-learning keras numpy pytorch tensor-shape tensorflow

Last synced: 06 Apr 2025

https://github.com/anuragmishracse/caption_generator

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

bleu-score captioning-images cnn image image-captioning keras lstm rnn tensorflow

Last synced: 09 Apr 2025

https://github.com/bolunwang/backdoor

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

backdoor-attacks deep-learning keras python security trojan

Last synced: 02 Dec 2024

https://github.com/cvjena/semantic-embeddings

Hierarchy-based Image Embeddings for Semantic Image Retrieval

computer-vision deep-learning image-retrieval keras machine-learning prior-knowledge representation-learning wacv19 wacv2019 wacv2020

Last synced: 05 Apr 2025

https://github.com/rcmalli/keras-mobilenet

Google MobileNet implementation with Keras

keras mobilenet tensorflow

Last synced: 13 Apr 2025

https://github.com/likejazz/siamese-lstm

Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.

deep-learning keras lstm nlp

Last synced: 08 May 2025

https://github.com/alshedivat/keras-gp

Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.

gaussian-processes keras machine-learning neural-networks tensorflow theano

Last synced: 06 Apr 2025

https://github.com/larq/compute-engine

Highly optimized inference engine for Binarized Neural Networks

aarch32 aarch64 android armv7 armv8 binarized-neural-networks bnn inference keras larq mlir raspberry-pi simd tensorflow tflite

Last synced: 15 May 2025

https://github.com/adriangb/scikeras

Scikit-Learn API wrapper for Keras.

data-science deep-learning deep-neural-networks keras machine-learning python scikit-learn tensorflow wrappers

Last synced: 14 May 2025

https://github.com/cesarsouza/keras-sharp

Keras# initiated as an effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

deep-learning keras machine-learning neural-networks tensorflow

Last synced: 10 Apr 2025

https://github.com/mead-ml/mead-baseline

Deep-Learning Model Exploration and Development for NLP

baseline bert classification convolutional-neural-networks deep-learning deep-learning-architectures experimentation hacktoberfest keras language-model machine-learning nlp nlp-tasks pytorch recurrent-neural-networks seq2seq tensorflow transformers visdom

Last synced: 06 Apr 2025

https://github.com/bishopfox/deephack

PoC code from DEF CON 25 presentation

ai keras machine-learning proof-of-concept security-tools tensorflow

Last synced: 07 May 2025

https://github.com/robmsmt/KerasDeepSpeech

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

asr baidu coreml ctc deep-learning deeplearning deepspeech keras machine-learning neural-network neural-networks nn speech speech-to-text speechrecognition

Last synced: 27 Nov 2024

https://github.com/AlexanderLutsenko/nobuco

Pytorch to Keras/Tensorflow/TFLite conversion made intuitive

conversion converter deep-learning keras machine-learning model-conversion model-converter pytorch tensorflow tensorflow-js tensorflow-lite tfjs tflite

Last synced: 30 Apr 2025

https://github.com/deeplearningturkiye/pratik-derin-ogrenme-uygulamalari

Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.

cnn keras mnist pytorch tensorflow

Last synced: 06 Apr 2025

https://github.com/anujdutt9/handwritten-digit-recognition-using-deep-learning

Handwritten Digit Recognition using Machine Learning and Deep Learning

classification convolutional-neural-networks deep-learning handwritten-digit-recognition keras knn machine-learning mnist-classification python-3-5 random-forest svm-model tensorflow theano

Last synced: 12 Apr 2025

https://github.com/mreliptik/handpose

A python program to detect and classify hand pose using deep learning techniques

cnn handpose keras neural-network opencv pose-estimation python ssd tensorflow

Last synced: 09 Apr 2025

https://github.com/doubangotelecom/facelivenessdetection-sdk

3D Passive Face Liveness Detection (Anti-Spoofing) & Deepfake detection. A single image is needed to compute liveness score. 99,67% accuracy on our dataset and perfect scores on multiple public datasets (NUAA, CASIA FASD, MSU...).

ai aml biometrics deep-learning deepfake deepfake-detection ekyc face-detection face-recognition keras kyc liveness liveness-detection liveness-probe machine-learning spoofing spoofing-attack tensorflow

Last synced: 13 Apr 2025

https://github.com/codebasics/potato-disease-classification

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

cnn-classification cnn-keras convolutional-neural-networks deep-learning keras keras-tensorflow python3 tensorflow tensorflow-serving tensorflow2

Last synced: 05 Apr 2025

https://github.com/xiaochus/MobileNetV3

A Keras implementation of MobileNetV3.

image-classification keras mobilenetv3

Last synced: 29 Mar 2025

https://github.com/ritchieng/dlami

A Deep Learning Amazon Web Service (AWS) AMI that is open, free and works. Run in less than 5 minutes. TensorFlow, Keras, PyTorch, Theano, MXNet, CNTK, Caffe and all dependencies.

ami aws cuda cudnn5 keras python tensorflow ubuntu

Last synced: 08 May 2025

https://github.com/upul/behavioral-cloning

Third Project of the Udacity Self-Driving Car Nanodegree Program

behavioral-cloning deep-learning keras python3 self-driving-car

Last synced: 08 May 2025

https://github.com/nicolas-ivanov/debug_seq2seq

[unmaintained] Make seq2seq for keras work

chatbot keras seq2seq

Last synced: 02 Apr 2025

https://github.com/mryuan0428/house-price-prediction

房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价最终结果神经网络效果更好，R^2值0.75左右

house-price-prediction keras machine-learning sklearn spider

Last synced: 12 May 2025

https://github.com/sidroopdaska/selfdrivingcar

A collection of all projects pertaining to different layers in the SDC software stack

backpropagation behavioral-cloning classification computational-graphs computer-vision deep-learning deep-learning-library deep-neural-networks keras lane-lines-detection lane-tracking opencv python3 scikit-image scikit-learn self-driving-car tensorflow vehicle-detection-and-tracking

Last synced: 13 Apr 2025

https://github.com/ryanfwy/image-similarity

Efficient utility of image similarity using deep neural network and deep learning.

deep-learning deep-neural-networks keras neural-networks tensorflow

Last synced: 10 Apr 2025

https://github.com/yunho0130/python_lectures

대학 강의를 위한 강의자료 및 소스코드 저장소 Python Lecture slide & code for University Student.

anaconda colab-notebook keras pycharm python sklearn syllabus tableau tensorflow

Last synced: 01 Mar 2025

https://github.com/rolczynski/automatic-speech-recognition

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

automatic-speech-recognition deep-learning deepspeech distill keras language-model machine-learning neural-networks speech-recognition speech-to-text tensorflow tensorflow-models

Last synced: 20 Jan 2025

https://github.com/jrieke/shape-detection

🟣 Object detection of abstract shapes with neural networks

dataset deep-learning keras machine-learning machine-learning-tutorials neural-networks object-detection object-recognition synthetic-data tutorial

Last synced: 09 Apr 2025

https://github.com/frgfm/torch-scan

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary

Last synced: 08 Apr 2025

https://github.com/zfturbo/zf_unet_224_pretrained_model

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

keras pretrained-models segmentation unet unet-image-segmentation

Last synced: 13 Apr 2025

https://github.com/idealo/imageatm

Image classification for everyone.

computer-vision deep-learning image-classification keras machine-learning neural-network tensorflow transfer-learning

Last synced: 22 Dec 2024

https://github.com/ZFTurbo/ZF_UNET_224_Pretrained_Model

Modification of convolutional neural net "UNET" for image segmentation in Keras framework

keras pretrained-models segmentation unet unet-image-segmentation

Last synced: 20 Apr 2025

https://github.com/janzd/EAST

Implementation of EAST scene text detector in Keras

keras scene-text scene-text-detection

Last synced: 02 Apr 2025

https://github.com/nengo/keras-lmu

Keras implementation of Legendre Memory Units

keras legendre lmu lstm nengo recurrent-neural-networks tensorflow

Last synced: 12 Apr 2025

https://github.com/alireza-akhavan/deeplearning-tensorflow2-notebooks

دوره جامع یادگیری عمیق با Tensorflow و Keras

classification computer-vision convolutional-neural-networks deep-learning-tutorial deeplearning jupyter-notebooks keras keras-tensorflow neural-network regression transfer-learning tutorial workshop-materials

Last synced: 12 Apr 2025

https://github.com/mafda/generative_adversarial_networks_101

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

ccgan ccgans cgan cgans cifar-10 cifar10 conda-environment dcgan gan gans generative-adversarial-network generative-adversarial-networks jupyter-notebook keras lsgan lsgans mnist mnist-dataset tensorflow wgan

Last synced: 09 Apr 2025

https://github.com/Fixy-TR/fixy

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

acikhack2 ai artificial-intelligence bert data-science deep-learning deeplearning keras natural-language-processing neural-network neural-networks nlp python

Last synced: 03 May 2025

https://github.com/albertomontesg/keras-model-zoo

Keras Model Zoo

deep-learning keras model-zoo

Last synced: 23 Nov 2024

https://github.com/inoryy/tensorflow2-deep-reinforcement-learning

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

a2c advantage-actor-critic deep-reinforcement-learning keras tensorflow tensorflow2

Last synced: 08 May 2025

https://github.com/shenasa-ai/speech2text

A Deep-Learning-Based Persian Speech Recognition System

attention attention-mechanism ctc keras mozilla-deepspeech python speech-recognition speech-to-text teacher-forcing tensorflow2

Last synced: 12 May 2025

https://github.com/sicara/tf2-yolov4

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

keras object-detection tensorflow yolo yolov4

Last synced: 05 Apr 2025

https://github.com/gmalivenko/onnx2keras

Convert ONNX model graph to Keras model format.

deep-convolutional-networks deep-learning keras onnx onnx2keras tensorflow tensorflow-models

Last synced: 05 Apr 2025

https://github.com/remigenet/tkan

TKAN: Temporal Kolmogorov-Arnold Networks

jax keras keras3 kolmogorov-arnold-networks temporal temporal-networks tensorflow tensorflow2 timeseries-forecasting tkan torch

Last synced: 08 Apr 2025

https://github.com/tlkh/text-emotion-classification

Archived - not answering issues

deep-neural-networks keras nlp sentiment-classification

Last synced: 10 Apr 2025

https://github.com/labteral/ernie

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

albert bert bert-as-service bert-embeddings bert-model bert-models distilbert huggingface huggingface-transformer keras natural-language-processing nlp roberta sentence-classification tensorflow tensorflow2 transformer-architecture transformer-tensorflow2 transformers

Last synced: 05 Apr 2025

https://github.com/hyperdashio/hyperdash-sdk-py

Official Python SDK for Hyperdash

ai ipython jupyter-notebook keras machine-learning pytorch sdk

Last synced: 19 Dec 2024

https://github.com/pavitrakumar78/Anime-Face-GAN-Keras

A DCGAN to generate anime faces using custom mined dataset

anime cnn deep-learning face gan generative-adversarial-network keras python

Last synced: 02 May 2025

https://github.com/titu1994/keras-nasnet

"NASNet" models in Keras 2.0+ with weights

keras nasnet-models tensorflow

Last synced: 09 May 2025

https://github.com/titu1994/Keras-NASNet

"NASNet" models in Keras 2.0+ with weights

keras nasnet-models tensorflow

Last synced: 29 Mar 2025

https://github.com/oist/usiigaci

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

cell-biology cell-segmentation keras machine-learning mask-rcnn matplotlib python3 resnet-101 tensorflow tracking trackpy visualization

Last synced: 07 May 2025

https://github.com/gregwchase/eyenet

Identifying diabetic retinopathy using convolutional neural networks

deep-learning keras machine-learning neural-network retinopathy tensorflow

Last synced: 22 Nov 2024

https://github.com/PPPW/deep-learning-random-explore

backward-propagation cnn-architecture deep-learning fastai keras lstm

Last synced: 01 May 2025

https://github.com/pppw/deep-learning-random-explore

backward-propagation cnn-architecture deep-learning fastai keras lstm

Last synced: 20 Dec 2024

https://github.com/kaka-lin/object-detection

Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)

detection keras object-detection real-time-detection ssd-mobilenet tensorflow tiny-yolo video-detection yolov3

Last synced: 12 Feb 2025

https://github.com/dkeras-project/dkeras

Distributed Keras Engine, Make Keras faster with only one line of code.

data-parallelism deep-learning deep-neural-networks distributed distributed-deep-learning distributed-keras-engine distributed-systems keras keras-classification-models keras-models keras-neural-networks keras-tensorflow machine-learning neural-network parallel-computing plaidml python ray tensorflow tensorflow-models

Last synced: 02 May 2025

https://github.com/bosch-aisecurity-aishield/watchtower

AIShield Watchtower: Dive Deep into AI's Secrets! 🔍 Open-source tool by AIShield for AI model insights & vulnerability scans. Secure your AI supply chain today! ⚙️🛡️

adversarial-attacks aisec keras mlops mlsecops pytorch safetensors scikit-learn security security-automation security-tools supply-chain tensorflow vulnerability-scanners

Last synced: 18 Apr 2025

https://github.com/balavenkatesh3322/audio-pretrained-model

A collection of Audio and Speech pre-trained models.

audio audio-processing caffe keras keras-models keras-tensorflow machine-learning mxnet neural-network pre-trained pre-trained-model pre-training python3 pytorch pytorch-models speech-recognition speech-to-text tensorflow tensorflow-models

Last synced: 10 Apr 2025

https://github.com/nabeel-oz/qlik-py-tools

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

advanced-analytics advanced-analytics-integration analytics clustering data-science deep-learning facebook-prophet fbprophet forecasting hdbscan keras machine-learning predictive-analytics python qlik qlik-oss qlik-sense scikit-learn server-side-extension sklearn

Last synced: 13 Apr 2025

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: 20 Jan 2025

https://github.com/xei/recommender-system-tutorial

A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.

information-retrieval keras keras-tutorials movielens movielens-movie-recommendation ranking ranking-system recommendation-engine recommendation-system recommender-system tensorflow tensorflow-datasets tensorflow-examples tensorflow-recommenders tensorflow-serving tensorflow-tutorials

Last synced: 31 Mar 2025

https://github.com/artemmavrin/focal-loss

TensorFlow implementation of focal loss

deep-learning keras loss-functions tensorflow

Last synced: 25 Jan 2025

https://github.com/blue-season/pywarm

A cleaner way to build neural networks for PyTorch.

clean-code data-science deep-learning keras machine-learning neural-network neural-networks python3 pytorch

Last synced: 09 Apr 2025

https://github.com/gsurma/image_classifier

CNN image classifier implemented in Keras Notebook 🖼️.

ai artificial-intelligence cnn cnn-classification cnn-keras colaboratory convolutional-neural-networks efficientnet efficientnet-keras google-colab image-classification image-recognition keras machine-learning ml notebook python transfer-learning

Last synced: 08 May 2025

https://github.com/lacmus-foundation/lacmus

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

computer-vision cv dataset forest hacktoberfest hacktoberfest2020 keras lacmus liza-alert machine-learning ml neural-networks object-detection ods pascal-voc python retina-net

Last synced: 22 Nov 2024

https://github.com/overlordgolddragon/see-rnn

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

deep-learning gru keras lstm rnn tensorflow visualization

Last synced: 06 Apr 2025

https://github.com/hamelsmu/ktext

Utilities for preprocessing text for deep learning with Keras

deep-learning keras machine-learning ml-infrastructure nlp-machine-learning python-3

Last synced: 06 Apr 2025

https://github.com/gosha20777/keras2cpp

it's a small library for running trained Keras 2 models from a native C++ code.

c-plus-plus c-plus-plus-17 cpp keras keras2cpp machine-learning neural-networks python

Last synced: 22 Nov 2024

https://github.com/yuyang-huang/keras-inception-resnet-v2

The Inception-ResNet v2 model using Keras (with weight files)

deep-learning keras machine-learning

Last synced: 29 Mar 2025

https://github.com/masyagin1998/robin

RObust document image BINarization

computer-vision deep-learning document-analysis document-binarization keras neural-networks ocr opencv python u-net

Last synced: 10 Apr 2025

https://github.com/1044197988/TF.Keras-Commonly-used-models

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

dice-loss image-classification image-segmentation jaccard-loss keras segmentation-loss tensorflow tensorflow2 unet

Last synced: 04 May 2025

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 May 2025

https://github.com/evilsocket/ergo-pe-av

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

antivirus api ergo gpu keras machine-learning malware

Last synced: 11 Jan 2025

https://github.com/harshtikuu/Abnormal_Event_Detection

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

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

Last synced: 14 May 2025

https://github.com/remigenet/TKAN

TKAN: Temporal Kolmogorov-Arnold Networks

jax keras keras3 kolmogorov-arnold-networks temporal temporal-networks tensorflow tensorflow2 timeseries-forecasting tkan torch

Last synced: 05 Dec 2024

https://github.com/rubenszimbres/repo-2018

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

aws-ec2 aws-iot aws-sagemaker coco computer-vision cyclegan ec2-instance generative-adversarial-networks haarcascade iot keras opencv opencv-library opencv3 raspberry-pi raspberry-pi-3 sagemaker tensorflow ubuntucore yolo-model