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Tensorflow

TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

https://github.com/shreyas-bk/u2netdemo

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

background-removal bounding-boxes deep-learning image-cropping machine-learning python pytorch saliency-map tensorflow u2net

Last synced: 25 Oct 2024

https://github.com/dragen1860/maml-tensorflow

Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

machine-learning metalearning tensorflow

Last synced: 31 Oct 2024

https://github.com/sayakpaul/ml-deployment-k8s-fastapi

This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

docker fastapi google-cloud-platform kubernetes onnx rest tensorflow

Last synced: 31 Oct 2024

https://github.com/the-black-knight-01/Tabulo

Table Detection and Extraction Using Deep Learning ( It is built in Python, using Luminoth, TensorFlow<2.0 and Sonnet.)

deep-learning detection faster-r-cnn luminoth ocr pdf-table-extraction python sonnet ssd table-data-extraction table-detection table-detection-using-deep-learning table-recognition tabulo tensorflow tesseract

Last synced: 03 Aug 2024

https://github.com/TensorLab/tensorfx

TensorFlow framework for training and serving machine learning models

machine-learning ml python tensorflow tensorfx

Last synced: 02 Aug 2024

https://github.com/hwalsuklee/tensorflow-mnist-cnn

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

batch-normalization cnn data-augmentation dropout ensemble-prediction mnist mnist-classification tensorflow

Last synced: 14 Oct 2024

https://github.com/curiousily/TensorFlow-on-Android-for-Human-Activity-Recognition-with-LSTMs

iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android

android deep-learning lstm tensorflow tensorflow-tutorial

Last synced: 06 Nov 2024

https://github.com/curiousily/tensorflow-on-android-for-human-activity-recognition-with-lstms

iPython notebook and Android app that shows how to build LSTM model in TensorFlow and deploy it on Android

android deep-learning lstm tensorflow tensorflow-tutorial

Last synced: 10 Oct 2024

https://github.com/dgurkaynak/tensorflow-cnn-finetune

Finetuning AlexNet, VGGNet and ResNet with TensorFlow

alexnet convolutional-neural-networks finetune resnet tensorflow vggnet

Last synced: 29 Oct 2024

https://github.com/gregwchase/eyenet

Identifying diabetic retinopathy using convolutional neural networks

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

Last synced: 05 Aug 2024

https://github.com/carpedm20/naf-tensorflow

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

continuous-rl deep-learning deep-reinforcement-learning gym reinforcement-learning tensorflow

Last synced: 07 Nov 2024

https://github.com/GantMan/learn-tfjs

The code for the book Learning TensorFlow.js by Gant Laborde - Published by O'Reilly Media

hacktoberfest machine-learning tensorflow tensorflow-tutorials tensorflowjs tensorflowjs-tutorial

Last synced: 30 Oct 2024

https://github.com/geometalab/OSMDeepOD

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").

bing convolutional-neural-networks deep-learning image-detection image-segmentation machine-learning openstreetmap osm python tensorflow

Last synced: 06 Nov 2024

https://github.com/liyibo/text-classification-demos

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

bert cnn fasttext tensorflow text-classification

Last synced: 02 Nov 2024

https://github.com/hsokooti/RegNet

Nonrigid image registration using multi-scale 3D convolutional neural networks

convolutional-neural-networks image-registration machine-learning medical-image-processing tensorflow

Last synced: 03 Aug 2024

https://github.com/imalikshake/StyleNet

A cute multi-layer LSTM that can perform like a human 🎶

genre lstm music neural-network rnn tensorflow

Last synced: 07 Aug 2024

https://github.com/googlecreativelab/beat-blender

Blend beats using machine learning to create music in a fun new way.

deeplearnjs javascript machine-learning music tensorflow vae

Last synced: 04 Nov 2024

https://github.com/google/etils

Collection of eclectic utils for python.

jax numpy python tensorflow utils

Last synced: 28 Oct 2024

https://github.com/m4cs/easymodels

Easily find and view pre-trained AI models and deep learning projects through the command line :computer:

ai api-client models-library tensorflow training

Last synced: 31 Oct 2024

https://github.com/gantman/learn-tfjs

The code for the book Learning TensorFlow.js by Gant Laborde - Published by O'Reilly Media

hacktoberfest machine-learning tensorflow tensorflow-tutorials tensorflowjs tensorflowjs-tutorial

Last synced: 09 Oct 2024

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: 03 Aug 2024

https://github.com/lucfra/FAR-HO

Gradient based hyperparameter optimization & meta-learning package for TensorFlow

gradient-descent hyperparameter-optimization optimization tensorflow

Last synced: 03 Aug 2024

https://github.com/cloud-annotations/object-tracking-js

Track an object as it moves in a video with no training

mosse tensorflow tracking

Last synced: 06 Nov 2024

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

TensorFlow implementation of focal loss

deep-learning keras loss-functions tensorflow

Last synced: 30 Sep 2024

https://github.com/xingyul/sparse-winograd-cnn

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

convolution convolutional-neural-networks network-pruning tensorflow winograd

Last synced: 04 Aug 2024

https://github.com/hengluchang/deep-news-summarization

News summarization using sequence to sequence model with attention in TensorFlow.

deep-learning encoder-decoder gigaword lstm news-summarization recurrent-neural-networks seq2seq tensorflow tensorflow-models

Last synced: 10 Oct 2024

https://github.com/ethanhe42/gan-mnist

Generative Adversarial Network for MNIST with tensorflow

dcgan-model deep-learning face gan generative-adversarial-network mnist tensorflow

Last synced: 26 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 Oct 2024

https://github.com/mblondel/fenchel-young-losses

Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses

loss-functions probabilistic-classification pytorch sklearn tensorflow

Last synced: 13 Oct 2024

https://github.com/suinleelab/path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.

explainable-ai interpretable-deep-learning machine-learning pytorch tensorflow

Last synced: 11 Nov 2024

https://github.com/zfit/zfit

Model manipulation and fitting library based on TensorFlow and optimised for simple and direct manipulation of probability density functions. Its main focus is on scalability, parallelisation and user friendly experience.

high-energy-physics likelihood model-fitting scikit-hep tensorflow

Last synced: 30 Oct 2024

https://github.com/yzwxx/vae-celebA

Variational auto-encoder trained on celebA . All rights reserved.

celeba-dataset tensorflow tensorlayer variational-autoencoder vggl16

Last synced: 07 Nov 2024

https://github.com/rafiqhasan/auto-tensorflow

Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.com/in/sam04/

auto-tensorflow automl autotensorflow deeplearning machine-learning machinelearning neural-networks tensorflow tfx

Last synced: 13 Oct 2024

https://github.com/webrtchacks/tfobjwebrtc

Tensorflow Object Detection API Web Service wrapper that works on any <video> tag and WebRTC streams

object-detection tensorflow webrtc

Last synced: 10 Nov 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 05 Nov 2024

https://github.com/terrytangyuan/tensorflow-in-practice-code

源码实现:《TensorFlow实战》黄文坚,唐源 著

book tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 10 Oct 2024

https://github.com/fedml-ai/fedgraphnn

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

deep-learning distributed-learning federated-learning federated-learning-framework fedml gnns graph-neural-networks machine-learning pytorch tensorflow

Last synced: 08 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: 30 Oct 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API?referral=top-free-anonymization-tools-apis-and-open-source-models

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 12 Aug 2024

https://github.com/thibo73800/capsnet-traffic-sign-classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

capsnet capsule-network capsules-net convolutional-neural-networks deep-learning neural-network tensorflow

Last synced: 28 Oct 2024

https://github.com/saikatbsk/ImageCompletion-DCGAN

Image completion using deep convolutional generative adversarial nets in tensorflow

dcgan image-completion image-inpainting tensorflow

Last synced: 07 Aug 2024

https://github.com/jsikyoon/adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

adversarial-example capsule-network fgsm tensorflow

Last synced: 28 Oct 2024

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: 02 Aug 2024

https://github.com/ghwatson/faststyle

Tensorflow implementation of fast neural style transfer.

deep-learning neural-network neural-style style-transfer tensorflow

Last synced: 07 Aug 2024

https://github.com/orendv/learning_to_sample

A learned sampling approach for point clouds (CVPR 2019)

cvpr2019 deep-learning geometry-processing neural-network point-cloud sampling tensorflow

Last synced: 28 Oct 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

Last synced: 11 Oct 2024

https://github.com/jiamings/fast-weights

Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)

accuracy deep-learning fast-weights tensorflow tensorflow-models

Last synced: 13 Oct 2024

https://github.com/Moving-AI/virtual-walk

Virtual walks in Google Street View using PoseNet and applying Deep Learning models to recognize actions.

google-maps google-street lstm-model posenet tensorflow virtual-reality webcam

Last synced: 03 Aug 2024

https://github.com/goruck/smart-zoneminder

Fast object detection, face recognition and S3 upload of ZoneMinder alarms.

alexa dlib edge-tpu rekognition s3 tensorflow zoneminder

Last synced: 10 Nov 2024

https://github.com/armour/automatic-image-colorization

🎨 Automatic Image Colorization using TensorFlow based on Residual Encoder Network

auto-colorization colorization gpu image-colorization jarvis python3 residual-encoder-network tensorflow

Last synced: 07 Nov 2024

https://github.com/Armour/Automatic-Image-Colorization

🎨 Automatic Image Colorization using TensorFlow based on Residual Encoder Network

auto-colorization colorization gpu image-colorization jarvis python3 residual-encoder-network tensorflow

Last synced: 03 Aug 2024

https://github.com/MousaviSajad/ECG-Heartbeat-Classification-seq2seq-model

Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach

biosignals cnn deep-learning ecg ecg-heartbeat-classification sequence-to-sequence tensorflow

Last synced: 07 Nov 2024

https://github.com/ymcui/lert

LERT: A Linguistically-motivated Pre-trained Language Model(语言学信息增强的预训练模型LERT)

bert lert nlp plm pre-train pytorch tensorflow transformer

Last synced: 28 Oct 2024

https://github.com/shiffman/tensorflow-js-examples

Working on some new examples with tensorflow.js and p5.js

javascript machine-learning ml5 p5js tensorflow tensorflow-js

Last synced: 27 Oct 2024

https://github.com/ivanbongiorni/gan-rnn_timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

cnn forecasting gan machine-learning python rnn seq2seq tensorflow tensorflow2

Last synced: 31 Oct 2024

https://github.com/peptoneltd/dspp-keras

Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.

ai amino-acids biology biotechnology database dataset keras machine-learning polymer prediction protein protein-structure tensorflow

Last synced: 10 Oct 2024

https://github.com/overlordgolddragon/keras-adamw

Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers

adamw adamwr keras learning-rate-multipliers nadam optimizers sgd tensorflow warm-restarts

Last synced: 31 Oct 2024

https://github.com/Syn-McJ/TFClassify-Unity

An example of using Tensorflow with Unity for image classification and object detection.

csharp deep-learning image-classification object-detection object-recognition tensorflow tensorflowsharp unity unity3d

Last synced: 10 Nov 2024

https://github.com/modelzoo/modelzoo

A Scaffold to help you build Deep Learning Model much more easily, implemented with TensorFlow 2.0

deep-learning keras modelzoo tensorflow

Last synced: 26 Oct 2024

https://github.com/awjuliani/Pix2Pix-Film

An implementation of Pix2Pix in Tensorflow for use with frames from films

gan pix2pix tensorflow

Last synced: 07 Aug 2024

https://github.com/OverLordGoldDragon/keras-adamw

Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers

adamw adamwr keras learning-rate-multipliers nadam optimizers sgd tensorflow warm-restarts

Last synced: 02 Aug 2024

https://github.com/synthesized-infinity/whatsapp-botto-xre

Lightweight, Efficient & Stable Whatsapp-Botto-Xre built with Baileys.

automation baileys bot tensorflow websocket whatsapp-bot whatsapp-web

Last synced: 14 Oct 2024

https://github.com/j3soon/tbparse

Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow

machine-learning parser plot python pytorch reader tensorboard tensorboardx tensorflow

Last synced: 03 Aug 2024

https://github.com/yanwii/ChineseNER

基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

bert-bilstm-crf bert-chinese bi-gru-crf named-entity-recognition tensorflow

Last synced: 02 Nov 2024

https://github.com/lopuhin/transformer-lm

Transformer language model (GPT-2) with sentencepiece tokenizer

gpt-2 language-model tensorflow

Last synced: 27 Oct 2024

https://github.com/hadim/docker-tensorflow-builder

Docker images to compile TensorFlow yourself.

docker docker-image tensorflow

Last synced: 05 Nov 2024

https://github.com/xarray-contrib/xbatcher

Batch generation from xarray datasets

keras pytorch tensorflow xarray xarray-accessor

Last synced: 22 Oct 2024

https://github.com/CleanPegasus/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.

android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow

Last synced: 03 Aug 2024