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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.

https://github.com/blackbird71sr/rgbd-object-detection

3D Object Detection (iHack IIT Bombay) - Deep Learning based real-Time solution using YOLO and Fast RCNN

deep-learning depth-images detection keras object-detection python rcnn rgbd yolov3

Last synced: 17 Nov 2024

https://github.com/neka-nat/image_completion_tf2

"Globally and Locally Consistent Image Completion" with Tensorflow2 Keras

deep-learning gan image-completion keras tensorflow tensorflow2

Last synced: 28 Oct 2024

https://github.com/lilessam/cameraobjectsdetection

Real-time camera objects detection application written in Python & applying Mask R-CNN algorithm.

instance-segmentation keras object-detection rcnn tensorflow

Last synced: 19 Nov 2024

https://github.com/lucko515/cnn-raccoon

Create interactive dashboards for your Convolutional Neural Networks with a single line of code!

convolutional-neural-networks dashboards deep-learning explainable-ml keras pytorch tensorflow visualization-tools

Last synced: 08 Nov 2024

https://github.com/qubvel/keras_telegram_callback

Telegram-bot callback for your Keras model

callback keras telegram

Last synced: 22 Oct 2024

https://github.com/marxmit7/memojify

deep learning method to turn facial expression into animated emoji

cnn deep-learning dlib emoji face keras python3 tensorflow

Last synced: 16 Nov 2024

https://github.com/soumik12345/nearest-celebrity-face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

deep-learning deep-neural-networks deeplearning face face-recognition facenet facenet-model inception inception-resnet-v2 inceptionv2 keras keras-neural-networks keras-tensorflow machine-learning machinelearning meta-learning one-shot-learning python python3 tensorflow

Last synced: 02 Nov 2024

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

Spiking neuron integration for Keras

deep-learning keras python spiking-neural-networks tensorflow

Last synced: 25 Nov 2024

https://github.com/blueloveth/keras4torch

A compatible-with-keras wrapper for training PyTorch models✨

deeplearning keras pytorch

Last synced: 08 Nov 2024

https://github.com/yavuzkomecoglu/ai-image-recognition-web

Derin Öğrenme Kütüphanesi Keras ile Python Flask Web Framework Üzerinde Nesne Tanıma Uygulaması - https://vision-image-classify.herokuapp.com/

deep-learning derin-ogrenme flask heroku image-recognition keras python tensorflow

Last synced: 31 Oct 2024

https://github.com/jeremyfix/deeplearning-lectures

Deep learning lecture materials

deep keras learning pytorch tensorflow tutorials

Last synced: 01 Nov 2024

https://github.com/hoangthang1607/nfnets-Tensorflow-2

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

deepmind image-classification keras nfnets pretrained-weights sgd-adc tensorflow2 weight-standardization

Last synced: 05 Nov 2024

https://github.com/songyouwei/fiction_generator

Fiction generator with Tensorflow. 模仿王小波的风格的小说生成器

deep-learning keras lstm nlp seq2seq tensorflow text-generation

Last synced: 11 Nov 2024

https://github.com/abhijit-2592/keras_object_detection

Convert any classification model or architecture trained in keras to an object detection model

api detection faster-rcnn frcnn gpu keras object-detection tensorflow

Last synced: 06 Dec 2024

https://github.com/mukeshmithrakumar/retinanet

Keras implementation of RetinaNet for object detection and visual relationship identification

google-ai-challange keras objectdetection resnet retinanet visualrelationshipdetection

Last synced: 16 Nov 2024

https://github.com/deep-diver/segformer-tf-transformers

This repository demonstrates how to use TensorFlow based SegFormer model in 🤗 transformers package.

huggingface keras segformer semantic-segmentation tensorflow transformers

Last synced: 09 Nov 2024

https://github.com/yu4u/conv-benchmark

Evaluating efficiency of several types of convolutions

convolutional-neural-networks keras pytorch

Last synced: 29 Oct 2024

https://github.com/pmuens/alphago

Reference implementation of DeepMinds AlphaGo based on "Deep Learning and the Game of Go"

deep-learning keras machine-learning tensorflow

Last synced: 26 Dec 2024

https://github.com/nikhilroxtomar/unet-with-pretrained-encoder

The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder.

keras keras-tensorflow semantic-segmentation tensorflow unet unet-image-segmentation

Last synced: 16 Nov 2024

https://github.com/valentinvignal/midigenerator

Generate midi file with deep neural network :notes:

deep-neural-network keras midi music21 pygame tensorflow

Last synced: 19 Nov 2024

https://github.com/zhaipro/unet

美发目标分割 + 染发展示

hair keras recolor unet

Last synced: 29 Nov 2024

https://github.com/adzialocha/tomomibot

Artificial intelligence bot for live voice improvisation

keras librosa machine-learning music

Last synced: 05 Nov 2024

https://github.com/Cyril9227/Keras_AttentiveNormalization

Unofficial Keras implementation of the paper Attentive Normalization.

attention-mechanism batch-normalization deep-learning keras keras-tensorflow

Last synced: 17 Nov 2024

https://github.com/andersy005/keras-faster-rcnn

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

convolutional-neural-networks deep-learning faster-rcnn keras object-classification object-detection region-proposals

Last synced: 22 Oct 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: 10 Oct 2024

https://github.com/devbruce/cutmiximagedatagenerator_for_keras

Keras implementation of CutMix regularizer

augmentation cutmix generator keras regularizer

Last synced: 19 Nov 2024

https://github.com/yashk2810/semantic-image-segmentation

Applying the 100 Layer Tiramisu on the Camvid Dataset

camvid-dataset keras segmentation tensorflow

Last synced: 22 Oct 2024

https://github.com/sayakpaul/training-batchnorm-and-only-batchnorm

Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

batch-normalization deep-learning keras tensorflow2

Last synced: 28 Dec 2024

https://github.com/sayakpaul/deploy-hf-tf-vision-models

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

autoscaling docker huggingface keras kubernetes kubernetes-engine locust onnx serverless tensorflow tfserving transformers vertex-ai vision-transformers

Last synced: 28 Dec 2024

https://github.com/soumik12345/pix2pix

Image to Image Translation using Conditional GANs (Pix2Pix) implemented using Tensorflow 2.0

activation-functions cityscapes conditional-gan gan google-maps image-translation keras mish pix2pix tensorflow tensorflow-pix2pix

Last synced: 24 Oct 2024

https://github.com/minyus/optkeras

OptKeras: wrapper around Keras and Optuna for hyperparameter optimization

deep deep-learning hyperparameter-optimization hyperparameters keras neural-network optuna

Last synced: 27 Sep 2024

https://github.com/hendriks73/directional_cnns

Source code repository for the SMC paper "Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters".

classification cnn keras key ml music tempo

Last synced: 09 Nov 2024

https://github.com/zimmerrol/attention-is-all-you-need-keras

Implementation of the Transformer architecture described by Vaswani et al. in "Attention Is All You Need"

attention-is-all-you-need keras neural-network nlp seq2seq transformer

Last synced: 22 Oct 2024

https://github.com/cytadela8/trypophobia

Trypophobia images detector based on deep neural networks and utilities

deep-learning firefox-webextension javascript keras keras-js neural-network python scraping trypophobia-detector

Last synced: 19 Nov 2024

https://github.com/fluency03/sequence-rnn-py

Sequence analyzing using Recurrent Neural Networks (RNN) based on Keras

keras lstm python recurrent-neural-networks rnn theano

Last synced: 22 Nov 2024

https://github.com/tanyachutani/ssd-tensorflow2.0

A Tensorflow2.0 implementation of Single Shot Detector

keras object-detection ssd tensorflow tf2

Last synced: 11 Nov 2024

https://github.com/deeplearningturkiye/veri-artirma-data-augmentation

Bu repoda veri artırma (data augmentation) ile ilgili pratik uygulamalara ulaşabilirsiniz.

data-augmentation keras tensorflow

Last synced: 22 Oct 2024

https://github.com/IBM/MAX-Inception-ResNet-v2

Identify objects in images using a third-generation deep residual network.

docker-image imagenet-classifier keras machine-learning machine-learning-models

Last synced: 18 Nov 2024

https://github.com/vaibhavs10/10_days_of_deep_learning

10 days 10 different practical applications of Deep Learning (primarily NLP) using Tensorflow and Keras

classification gensim keras nlp python tensorflow tfidf-matrix

Last synced: 19 Dec 2024

https://github.com/nature1995/ai-image-classifiers-on-django-with-restapi

A Keras deep learning image classifiers on Django server with REST API | Django 图片识别平台

classifier-model django keras machine-learning restapi

Last synced: 15 Oct 2024

https://github.com/astrazeneca-cgr-publications/mantis-ml-release

mantis-ml: Stochastic semi-supervised learning to prioritise genes from high throughput genomic screens

auto-ml genomics keras machine-learning scikit-learn tensorflow

Last synced: 02 Nov 2024

https://github.com/scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 13 Oct 2024

https://github.com/dymaxionlabs/unetseg

U-Net semantic segmentation for satellite imagery

keras remote-sensing satellite-imagery segmentation unet

Last synced: 17 Nov 2024

https://github.com/fabprezja/keras-gpt-copilot

Integrate an LLM copilot within your Keras model development workflow

deep-learning deep-neural-networks gpt keras llms openai skynet

Last synced: 07 Nov 2024

https://github.com/senior-sigan/kawaiisearch

An application to find similar pictures based on the VGG16 and kNN

fashion image-classification keras knn machine-learning picture similarity-search vgg16

Last synced: 16 Nov 2024

https://github.com/adityajn105/face-recognition-siamese-network

A Face Recognition Siamese Network implemented using Keras. Siamese Network is used for one shot learning which do not require extensive training samples for image recognition.

deep-learning face-recognition-python keras one-shot-learning siamese-network

Last synced: 15 Nov 2024

https://github.com/fredriko/bert-tensorflow-pytorch-spacy-conversion

Instructions for how to convert a BERT Tensorflow model to work with HuggingFace's pytorch-transformers, and spaCy. This walk-through uses DeepPavlov's RuBERT as example.

bert bert-model how-to keras nlp pytorch-transformers spacy spacy-models spacy-nlp spacy-package spacy-pytorch-transformers tensorflow

Last synced: 27 Nov 2024

https://github.com/cpury/lstm-math

Neural network that solves math equations on the character level

deep-learning keras lstm machine-learning python seq2seq tensorflow

Last synced: 22 Oct 2024

https://github.com/mattdangerw/keras-text-generation

RNN text generation using Keras for word and character level models.

deep-learning keras machine-learning python recurrent-neural-networks text-generation

Last synced: 22 Oct 2024

https://github.com/mobeets/classifying-vae-lstm

music generation with a classifying variational autoencoder (VAE) and LSTM

keras lstm music-generation neural-network vae variational-autoencoder

Last synced: 11 Oct 2024

https://github.com/titu1994/keras-neural-alu

A Keras implementation of Neural Arithmatic and Logical Unit

keras neural-accumulator neural-alu tensorflow

Last synced: 13 Oct 2024

https://github.com/luozhouyang/keras-crf

A more elegant and convenient CRF built on tensorflow-addons.

crf keras tensorflow-addons tensorflow2

Last synced: 10 Nov 2024

https://github.com/HendrickZhou/shazam-air

music recognition and classifier project just like shazam but lighter and simpler

dsp keras music-recognition python

Last synced: 12 Nov 2024

https://github.com/Scitator/animus

Minimalistic framework to run machine learning experiments.

deep-learning jax keras machine-learning pytorch reinforcement-learning tensorflow

Last synced: 15 Nov 2024

https://github.com/longmaoteamtf/keras_ernie

Pre-trained ERNIE models could be loaded with Keras for feature extraction and prediction.

ernie keras machine-learning

Last synced: 20 Oct 2024

https://github.com/younes-charfaoui/ml-projects

Machine Learning Projects 🙍‍♂️, code and data sets for different kind of problems 🔥.

deep-learning kaggle-competition keras machine-learning matplotlib reinforcement-learning sklearn supervised-learning tensorflow unsupervised-learning

Last synced: 28 Oct 2024

https://github.com/ashishpatel26/meta-learning-

Meta learning is a subfield of machine learning where automatic learning algorithms are applied on metadata about machine learning experiments.

andrew-ng appliedaicourse chainer cnn coursera deeplearning dl ensemble ensemble-learning keras machine-learning metalearning ml pytorch tensorflow

Last synced: 19 Nov 2024

https://github.com/autonomio/autonomio

Core functionality for the Autonomio augmented intelligence workbench.

artificial-intelligence datascience deep-learning hyperscan keras lstm machine-learning mlp neural-network spacy tensorflow wrangling

Last synced: 06 Nov 2024

https://github.com/chen0040/keras-sentiment-analysis-web-api

Web api built on flask for keras-based sentiment analysis using Word Embedding, RNN and CNN

flask keras ml-web sentiment-analysis

Last synced: 16 Dec 2024

https://github.com/sayakpaul/a-barebones-image-retrieval-system

This project presents a simple framework to retrieve images similar to a query image.

computer-vision deep-learning keras representation-learning tensorflow2

Last synced: 28 Dec 2024

https://github.com/titu1994/keras-mobile-colorizer

U-Net Model conditioned with MobileNet features for Grayscale -> Color mapping

colorization keras mobilenet tensorflow

Last synced: 13 Oct 2024

https://github.com/bhattbhavesh91/freecodecamp-tflite

Introductory tutorial on converting a TensorFlow model to TFLite model

freecodecamp freecodecamp-project keras tensorflow tensorflow2 tflite tflite-conversion tflite-models

Last synced: 16 Nov 2024

https://github.com/sorenlind/keras-knn

Code for the blog post Nearest Neighbors with Keras and CoreML

coreml cosine-similarity keras knn notebook

Last synced: 12 Nov 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/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/ahmetfurkandemir/supermariobrosrl

Super Mario Bros training with Ray RLlib DQN algorithm

dqn-tensorflow keras ray reinforcement-learning rl rllib tensorflow

Last synced: 16 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/bat67/tibetanmnist

MNIST of Tibetan handwriting 国产手写藏文MNIST数据集(TibetanMNIST)的图像分类处理与各种好玩的脑洞~

dataset deep-learning keras machine-learning mnist mnist-classification mnist-handwriting-recognition nerual-network python pytorch tensorflow tibetan-mnist tibetanmnist

Last synced: 20 Nov 2024

https://github.com/realvnf/deepcoord

DeepCoord: Self-Learning Network and Service Coordination Using Deep Reinforcement Learning

coordination ddpg deep-reinforcement-learning keras multi-objective networking optimization python research self-learning service-coordination tensorflow

Last synced: 11 Oct 2024

https://github.com/amogh7joshi/engagement-detection

Engagement Detection, including facial detection and emotion recognition, using CNNs/LSTMs.

cnn computer-vision emotion-recognition engagement-prediction facial-detection fer2013 keras lstm neural-networks tensorflow

Last synced: 05 Dec 2024

https://github.com/solygambas/mlops-projects

Hands-on MLOps projects to explore and learn the practical aspects of machine learning engineering for production.

docker fastapi google-cloud google-cloud-platform huggingface huggingface-transformers keras kubectl kubeflow kubernetes machine-learning mlops python scikit-learn tensorflow

Last synced: 27 Oct 2024

https://github.com/en10/kerasmnist

Keras MNIST for Handwriting Detection

keras keras-tensorflow mnist mnist-classification

Last synced: 05 Dec 2024

https://github.com/khuangaf/kaggle-avito-nn

The 18th Place Solution to Avito Demand Prediction Challenge

deep-learning kaggle keras neural-network

Last synced: 12 Nov 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/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/accenture/air

A deep learning object detector framework written in Python for supporting Land Search and Rescue Missions.

air-detector computer-vision deep-learning keras mob-algorithm object-detection retinanet sar-apd tensorflow

Last synced: 12 Nov 2024

https://github.com/micah5/totally_humans

rnn trained on r/totallynotrobots 🤖

keras lstm rnn

Last synced: 06 Nov 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/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: 30 Dec 2024

https://github.com/tanyachutani/face-mask-detection-tf2.x

An approach to detecting face masks in crowded places built using RetinaNet Face for face mask detection and Xception network for classification.

crowded-scenes face-mask-detection face-mask-detector keras retinanet retinanet-face tensorflow xception

Last synced: 11 Nov 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