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Projects in Awesome Lists tagged with keras-tensorflow

A curated list of projects in awesome lists tagged with keras-tensorflow .

https://github.com/innofang/what-digit-you-write

🎰Handwritten digit recognition application implemented by TensorFlow2 + Keras and Flask.

flask flask-application handwritten-digit-recognition keras-tensorflow mnist mnist-handwriting-recognition tensorflow2 wtfpl-license

Last synced: 29 Apr 2025

https://github.com/sshane/Konverter

Convert simple Keras models to pure Python 🐍+ NumPy

keras keras-tensorflow model-converter neural-networks python tensorflow

Last synced: 23 Nov 2024

https://github.com/kokensha/book-ml

書籍「今すぐ試したい!機械学習・深層学習(ディープラーニング)画像認識プログラミングレシピ」のソースコードを配布するレポジトリです。

ai book chainer deep-learning google-colab google-colaboratory jupyter-notebook keras keras-tensorflow machine-learning movidius opencv opencv-python python python3 pytorch raspberry-pi raspberry-pi-3 raspberry-pi-camera tensorflow

Last synced: 13 Feb 2025

https://github.com/shekit/mirror-selfie

Removing the phone from the notorious mirror selfie using deep learning

deep-learning jupyter-notebook keras keras-tensorflow tensorflow

Last synced: 05 May 2025

https://github.com/rohankrgupta/Orca-call-Classifier-Machine-learning

Advanced ML Project : An Orca Call classifier using mel-spectrograms as audio representations to detect Killer whales

advanced-machine-learning feature keras-tensorflow librosa mel-spectrograms opencv

Last synced: 11 Mar 2025

https://github.com/tirthajyoti/tensorflow_basics

Basic TensorFlow mechanics, operations, class definitions, and neural networks building. Examples from deeplearning.ai Tensorflow course using Google Colab platform.

classification colab-notebook colaboratory convolutional-neural-networks deep-learning google-cloud-platform keras keras-tensorflow machine-learning mnist neural-network recurrent-neural-networks regression tensorflow time-series

Last synced: 30 Apr 2025

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: 06 May 2025

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: 11 May 2025

https://github.com/en10/kerasmnist

Keras MNIST for Handwriting Detection

keras keras-tensorflow mnist mnist-classification

Last synced: 05 Dec 2024

https://github.com/laugh12321/dacn

Hyperspectral Unmixing via Dual Attention Convolutional Neural Networks | 基于双注意力卷积神经网络的高光谱图像解混

attention-model cbam dacn hyperspectral hyperspectral-images hyperspectral-unmixing keras-tensorflow spectral-spatial

Last synced: 10 Apr 2025

https://github.com/zabir-nabil/lesion-segmentation-melanoma-tl

Automatic Skin Lesion Segmentation and Melanoma Detection: Transfer Learning approach with U-Net and DCNN-SVM

keras-tensorflow melanoma segmentation semantic-segmentation skin-cancer transfer-learning unet

Last synced: 02 Dec 2024

https://github.com/dark-art108/cotton-leaf-disease-detection

🌿Classify Cotton Leaf Disease Images between Fresh or Diseased using Tensorflow Transfer Learning and Deploy it using a flask web server and Streamlit.🍂

flask-application inceptionv3 keras-tensorflow resnet-50 streamlit-webapp tensorflow2 transfer-learning

Last synced: 02 May 2025

https://github.com/kanchishimono/kgcn

Tensorflow 2.0 implementation of Knowledge Graph Convolutional Networks for Recommender Systems

graph-convolutional-networks graph-neural-networks keras-tensorflow knowledge-graph recommender-system tensorflow tensorflow2

Last synced: 15 Apr 2025

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: 11 Apr 2025

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: 27 Mar 2025

https://github.com/ma7555/nndpi

High performance deep packet inspection AI model using neural networks with an embedding layer, 1D Convolution layers and bidirectional gated recurrent unit.

deep-learning deep-neural-networks deep-packet-inspection keras-tensorflow network-security tensorflow tensorflow2

Last synced: 07 May 2025

https://github.com/sukanyabag/covid19-detection-using-x-rays-webapp

In this repo, you will see how to automatically detect COVID-19 in a hand-created X-ray image dataset using Keras, TensorFlow, and Deep Learning.

convolutional-neural-networks covid-19 deep-learning flask-application kaggle-dataset keras-tensorflow machine-learning

Last synced: 24 Apr 2025

https://github.com/iamgmujtaba/ltc-sum

Implementation of LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN

deep-learning keras-tensorflow summarization summary tensorflow ucf101 video videostreaming videosummarization

Last synced: 16 Dec 2024

https://github.com/aim-harvard/deepcontrast

A deep learning-based fully-automatic intravenous contrast detection tool for head-and-neck and chest CT scans.

cnn contrast-enhancement ct deep-learning keras-tensorflow

Last synced: 20 Nov 2024

https://github.com/abhaskumarsinha/minimalgpt

MinimalGPT is a concise, adaptable, and streamlined code framework that encompasses the essential components necessary for the construction, training, inference, and fine-tuning of the GPT model. This framework is implemented exclusively using Keras and TensorFlow, ensuring compatibility and coherence within the broader deep learning ecosystem.

ai artificial-intelligence fine-tuning generative-model gpt gpt-2 gpt-models keras keras-tensorflow language-model llm machine-learning neural-network nlp nlp-machine-learning tensorflow tensorflow2 training transformer transformer-architecture

Last synced: 21 Nov 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: 13 Apr 2025

https://github.com/abhijithneilabraham/mlcourse

A machine learning course flow that will make you more curious after I teach you!

keras-neural-networks keras-tensorflow learning machine ml python3

Last synced: 05 May 2025

https://github.com/yuanxiaosc/keras_attention_seq2seq

A sequence-to-sequence framework of Keras-based generative attention mechanisms that humans can read.一个人类可以阅读的基于Keras的代注意力机制的序列到序列的框架/模型,或许你不用写复杂的代码,直接使用吧。

attention-mechanism keras-tensorflow machine-translation seq2seq

Last synced: 26 Jun 2025

https://github.com/iamgmujtaba/LTC-SUM

Implementation of LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN

deep-learning keras-tensorflow summarization summary tensorflow ucf101 video videostreaming videosummarization

Last synced: 25 Nov 2024

https://github.com/albincorreya/ml-training-airflow-mlflow-example

An example of setting up local audio ML training pipeline on Airflow with MLFlow experiment tracking and custom python library.

airflow audio-analysis keras-tensorflow machine-learning mlfow mlops

Last synced: 04 Dec 2024

https://github.com/krisharul26/motorbike-helmet_detection-using-yolov3

This project related to road safety. We have to wear a helmet according to road safety rules when riding a motorcycle. Therefore, these rules are monitored by the police. Also, Due to the invention of high-quality cameras and the development of the state of art in AI, the surveillance system willing to use AI system to detect whether passengers are wearing helmets or not. In this category I have built a model, first, it can be able to detect the motorcycle, then it will find out who is riding the bike. Finally, it will determine whether the person is wearing a helmet or not. To that end, I trained the pre-trained model SSD-MobileNet-V1 to detect motorcycles and humans.

artificial-intelligence computer-vision image-processing imageclassification keras-tensorflow labelimg-tool machine-learning objectdetection tensorflow2 transfer-learning yolov3

Last synced: 12 May 2025

https://github.com/sitegui/cent-patates

Using TensorFlow to win 65 time more in the French lottery. A TensorFlow 2.0 tutorial with some nice combinatorics and a get-rich-quick click-bait title

human-behavior keras-tensorflow loterry probability tensorflow tensorflow-tutorials tensorflow2

Last synced: 15 Apr 2025

https://github.com/araobp/android-aed

Acoustic Event Detection with TensorFlow Lite

acoustic-event-detection android-app keras-tensorflow okinawa tensorflow-lite

Last synced: 22 Apr 2025

https://github.com/suji04/chat_screenshot_classifier

This convolutional neural network can say if an input image is a chat screen-shot or a normal image

cnn fun-project image-classification image-processing keras-tensorflow machine-learning python

Last synced: 24 Apr 2025

https://github.com/philipperemy/keras-sde-net

Keras implementation of SDE-Net (ICML 2020).

keras keras-tensorflow neural-networks sde-net tensorflow

Last synced: 06 May 2025

https://github.com/animikhaich/facial-recognition-dashboard

A flask app to give a demo of Facial Recognition - Deployed with Live Demo.

dashboard face-detection facial-recognition flask flask-application keras-tensorflow mtcnn vggface

Last synced: 10 Apr 2025

https://github.com/gtesei/ccyclegan

Conditional Cycle-Consistent Generative Adversarial Networks (CCycleGAN)

conditional-gans cycle-consistent-gan fer2013 generative-adversarial-network keras-tensorflow

Last synced: 02 May 2025

https://github.com/sjdonado/handwritten-digits-recognition

Recognize numbers drawn on HTML5 canvas using CNN

deep-learning handwritten-digit-recognition keras-tensorflow

Last synced: 09 Apr 2025

https://github.com/howl-anderson/tf_crf_layer

CRF(Conditional Random Field) Layer for TensorFlow 1.X with many powerful functions

conditional-random-fields crf keras keras-layer keras-tensorflow tensorflow tensorflow-layers

Last synced: 26 Mar 2025

https://github.com/zainulmustafa/stock-prediction-using-news-info-sentiment

Application of LSTM on stock data with integration of news info. It turns out that finance and political news directly relate to the stock prices.

keras-tensorflow nltk numpy python36 requests-html sklearn vader-sentiment-analysis

Last synced: 05 Dec 2024

https://github.com/abhilash1910/deep-graph-learning

A notebook containing implementations of different graph deep node embeddings along with benchmark graph neural network models in tensorflow. This has been taken from https://www.kaggle.com/abhilash1910/nlp-workshop-ml-india-deep-graph-learning to apply GNNs/node embeddings on NLP task.

chebyshev-filter gcn gnn graphneuralnetwork keras-tensorflow laplacian-filter line sdne semi tensorflow2

Last synced: 13 Jun 2025

https://github.com/firasl/BoCF

Official implementation of 'Bag of Color Features For Color Constancy' (BoCF) accepted in IEEE Transactions on Image Processing (TIP) 2020

bag-of-visual-words deep-learning ieee-transactions illumination-estimation keras-tensorflow tensorflow2

Last synced: 08 May 2025

https://github.com/maximellerbach/rl-environnement-for-autonomous-car

In this repo, I used some math and image manipulation skills to create my own reinforcement learning environnement for autonomous car

artificial-intelligence autonomous-car autonomous-navigation keras-tensorflow reinforcement-learning-environments simulation-environment

Last synced: 28 Apr 2025

https://github.com/cainmagi/mdnt

Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.

adabound auto-encoder cnn deep-learning deep-neural-networks extension keras keras-tensorflow python python-library python3 python36 swats tensorflow tensorflow-keras toolbox toolkit

Last synced: 18 Mar 2025

https://github.com/iamsuvhro/chest-pneumonia-detection-using-deep-learning-various-architecture

In this repository,i will apply a bunch of various Neural Network Architectures from Scratch on the Chest pneumonia dataset and see how each of them behaves with respect to one another.

artificial-intelligence artificial-intelligence-algorithms convolutional-neural-networks keras-tensorflow

Last synced: 12 Jun 2025

https://github.com/jasmcaus/canaro

A Python library including support for Deep Learning models built using the Keras framework

computer-vision convolutional-neural-networks deep-learning keras keras-tensorflow matplotlib opencv tensorflow

Last synced: 13 Apr 2025

https://github.com/aazhar/keras2tensorflow

Tutorial on running keras model in C++ and python tensorflow

cpp keras keras-tensorflow python tensorflow

Last synced: 13 Apr 2025

https://github.com/sandeepvashishtha/image-recognition

Identify and classify objects in real-time video streams using TensorFlow and OpenCV. This project is designed for applications like security systems, robotics, and interactive installations, combining the power of TensorFlow for deep learning with OpenCV's webcam interaction.

collaborate image-classification imagerecognition keras-classification-models keras-tensorflow object-detection objectrecognition opencv python3 tensorflow

Last synced: 08 Apr 2025

https://github.com/bhattbhavesh91/keras-ocr-demo

Tutorial on Keras-OCR which is a packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

deep-learning keras keras-ocr keras-tensorflow ocr ocr-recognition optical-character-recognition python

Last synced: 17 Apr 2025

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

Ready to go, downloadable models for Keras

keras keras-models keras-tensorflow machine-learning model-zoo models

Last synced: 27 Apr 2025

https://github.com/hoangsonww/ai-ml-classifiers

🌟 This repository houses a collection of image classification models for various purposes, including vehicle, object, animal, and flower classification. Each classifier is built using deep learning techniques and pre-trained models to accurately identify and categorize images based on their respective classes.

ai ai-classifier animal-classification artificial-intelligence classification classifier face-recognition keras keras-tensorflow machine-learning mood-detection ocr opencv python tensorflow tesseract vehicle-classification vehicle-detection

Last synced: 11 Apr 2025

https://github.com/starkblaze01/sentiment-analyzer

Model for Sentiment Analysis using Naive Bayes and CNN, and implementation of Model on Tweets and Web Application using React

flask-server keras-tensorflow python reactjs scikit-learn sentiment-analysis sklearn tweepy typescript

Last synced: 16 Mar 2025

https://github.com/dynastes-team/dynastes

A collection of layers, ops, utilities and more for TensorFlow 2.0 high-level API Keras

attention-mechanisms keras keras-layer keras-tensorflow tensorflow tensorflow2

Last synced: 16 Jan 2025

https://github.com/zabir-nabil/keras-human-pose

A simple wrapper to localize human joints from images/video frames for multiple subjects.

human-pose human-pose-estimation keras-tensorflow multi-subjects

Last synced: 02 Dec 2024

https://github.com/fernandonieuwveldt/easyflow

Easy Tensorflow/Keras feature Preprocessing Pipelines

keras-tensorflow tensorflow tensorflow-examples

Last synced: 09 Feb 2025

https://github.com/shubham99bisht/deep-learning-projects

A Compilation of ML/DL Problem Statements with Solutions. Divided into weekwise modules for guiding the learner.

challenges deep-learning keras-tensorflow machine-learning python-3

Last synced: 11 Jan 2025

https://github.com/wzh99/RealGes

SJTU CS386 Project: Real-time Dynamic Hand Gesture Recognition

computer-vision convolutional-neural-networks deep-learning gesture-recognition keras-tensorflow real-time

Last synced: 12 Apr 2025

https://github.com/andreped/dmdetect

Code relevant for training, evaluating, assessing, and deploying CNNs for image classification and segmentation of Digital Mammography images

breast-cancer cnn-classification deep-learning digital-mammography explainable-ai keras-tensorflow mammography tensorflow2 tf-data tfrecords

Last synced: 13 Apr 2025

https://github.com/sushantdhumak/trigger-word-detection

Coursera - RNN Programming Assignment: In this project, we will construct a speech dataset and implement an algorithm for trigger word detection (sometimes also called keyword detection, or wake word detection).

data-synthesis keras-tensorflow spectrogram trigger-word-detection

Last synced: 30 Jan 2025