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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/sayakpaul/convnext-tf

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

computer-vision convolutional-neural-networks efficient-models imagenet-1k imagenet-21k keras tensorflow

Last synced: 01 Nov 2024

https://github.com/remyhuang/pop-music-highlighter

"Pop Music Highlighter: Marking the Emotion Keypoints", TISMIR vol. 1, no. 1

attention chorus highlight music tensorflow

Last synced: 05 Aug 2024

https://github.com/mathildor/TF-SegNet

SegNet-like network implemented in TensorFlow to use for segmenting aerial images

image-segmentation machine-learning segnet tensorflow

Last synced: 05 Aug 2024

https://github.com/ChenHongruixuan/SiamCRNN

[IEEE TGRS 2020] Official Tensorflow implementation for Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

change-detection cnn convolutional-neural-network deep-learning heterogeneous-image lidar-data lstm python recurrent-neural-network remote-sensing tensorflow

Last synced: 07 Aug 2024

https://github.com/metal3d/keras-video-generators

Keras generators to generate sequences from videos as input

keras keras-generators machine-learning machinelearning python3 tensorflow

Last synced: 14 Nov 2024

https://github.com/katanaml/katana-assistant

Text based assistant powered by Machine Learning and NLP

javascript jupyter-notebook keras machine-learning neural-network python tensorflow

Last synced: 13 Nov 2024

https://github.com/zhaocq-nlp/njunmt-tf

An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.

attention neural-machine-translation njunmt-tf nmt tensor2tensor tensorflow transformer translation

Last synced: 15 Nov 2024

https://github.com/danmorales/cursods_profdanilo

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

aprendizado-de-maquina ciencia-de-dados data-science deep-learning keras-classification-models keras-layer keras-models keras-neural-networks machine-learning machine-learning-algorithms numpy pandas-dataframe pandas-python scikit-learn scikitlearn-machine-learning scipy tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/jiahuiyu/neuralgym

Deep Learning Toolkit

deep-learning tensorflow

Last synced: 09 Nov 2024

https://github.com/snowkylin/rnn-handwriting-generation

Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves

deep-learning generative-model handwriting handwriting-synthesis rnn tensorflow

Last synced: 15 Nov 2024

https://github.com/Shathe/MNasNet-Keras-Tensorflow

A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

architecture-search deep-learning eager-execution keras mnasnet tensorflow

Last synced: 31 Oct 2024

https://github.com/anjum48/rl-examples

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

artificial-intelligence openai-gym python reinforcement-learning tensorflow

Last synced: 14 Oct 2024

https://github.com/juliuskunze/speechless

Speech-to-text based on wav2letter built for transfer learning

keras python3 speech-recognition tensorflow

Last synced: 27 Oct 2024

https://github.com/yeyupiaoling/audioclassification-tensorflow

基于Tensorflow实现声音分类，博客地址：

audioclassification tensorflow urbansound8k

Last synced: 02 Nov 2024

https://github.com/yu-iskw/tensorflow-serving-example

Examples to server tensorflow models with tensorflow serving

machine-learning tensorflow tensorflow-estimators tensorflow-examples tensorflow-serving

Last synced: 26 Sep 2024

https://github.com/tgyg-jegli/tf_texture_net

TensorFlow implementation of DmitryUlyanov/texture_nets

tensorflow texture-nets torch

Last synced: 21 Aug 2024

https://github.com/gentaiscool/lstm-attention

Attention-based bidirectional LSTM for Classification Task (ICASSP)

attention attention-mechanism classification emotion-recognition keras lstm stress-detection tensorflow

Last synced: 08 Nov 2024

https://github.com/zhenhuaw-me/tflite

Parse TFLite models (*.tflite) EASILY with Python. Check the API at https://zhenhuaw.me/tflite/docs/

pip tensorflow tflite

Last synced: 14 Nov 2024

https://github.com/chunml/nlp

This is where I put all my work in Natural Language Processing

natural-language-processing nlp python tensorflow tensorflow-experiments tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/tf-encrypted/tf-seal

Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library

cryptography homomorphic-encryption machine-learning tensorflow

Last synced: 06 Nov 2024

https://github.com/raviqqe/tensorflow-font2char2word2sent2doc

TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension

deep-learning document-classification font ideogram logogram natural-language-processing python tensorflow

Last synced: 15 Nov 2024

https://github.com/Torsion-Audio/nn-inference-template

Neural network inference template for real-time cricital audio environments - presented at ADC23

audio audio-plugin deep-learning inference inference-engine juce libtorch machine-learning neural-network onnx onnxruntime pytorch tensorflow tensorflow-lite

Last synced: 14 Nov 2024

https://github.com/windqaq/tf-recsys

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

collaborative-filtering movielens-dataset recommender-system svd svdplusplus tensorflow

Last synced: 11 Oct 2024

https://github.com/doocs/deep-learning

🙃 深度学习实践与知识总结

ai deep-learning deep-neural-networks doocs pytorch tensorflow

Last synced: 30 Oct 2024

https://github.com/anthony-chaudhary/deeper-traffic-lights

[repo not maintained] Check out https://diffgram.com if you want to build a visual intelligence

deep-learning objectdetection tensorflow tensorflow-experiments

Last synced: 26 Sep 2024

https://github.com/icoxfog417/kemono_puyo

:cat: Take kemono pictures and lines up 3, then tanoshii

kemono-friends object-detection python tensorflow tensorflow-models

Last synced: 12 Nov 2024

https://github.com/aws/sagemaker-distribution

A set of Docker images that include popular frameworks for machine learning, data science and visualization.

aws docker jupyter python pytorch sagemaker tensorflow

Last synced: 07 Oct 2024

https://github.com/vladmandic/pigallery

PiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging

deepdetect detection-models exif face-detection face-recognition gallery image-analysis image-classification image-database image-gallery image-metadata image-processing imagenet inception object-detection openimages pretrained-models simmilar-images tensorflow tfjs

Last synced: 10 Oct 2024

https://github.com/GianlucaPaolocci/Sound-classification-on-Raspberry-Pi-with-Tensorflow

In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone

audio-analysis audio-signals dataset librosa machine-learning multilayer-perceptron-network raspberry raspberry-pi sound-classification tensorflow tensorflow-models

Last synced: 06 Nov 2024

https://github.com/mrousavy/vision-camera-resize-plugin

A VisionCamera Frame Processor plugin for fast buffer resizing and colorspace (YUV <> RGBA) conversions

buffer camera conversion convert react-native react-native-vision-camera resize rgb tensorflow tflite vision yuv

Last synced: 12 Nov 2024

https://github.com/deep-diver/semantic-segmentation-ml-pipeline

Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products

mlops semantic-segmentation tensorflow tfx vertex-ai

Last synced: 01 Nov 2024

https://github.com/xifengguo/capsnet-fashion-mnist

Capsule Network on Fashion MNIST dataset

capsnet capsnet-keras fashion-mnist keras tensorflow

Last synced: 13 Nov 2024

https://github.com/prip-lab/MSU-LatentAFIS

A system for identifying latent fingerprints. Created at Michigan State University by Anil K. Jain, Kai Cao, Dinh-Luan Nguyen, and Cori Tymoszek.

afis feature-extraction fingerprint-matching latent-fingerprints minutiae openmp opensource parallel-programming templates tensorflow

Last synced: 04 Aug 2024

https://github.com/sicara/gpumonitor

TF 2.x and PyTorch Lightning Callbacks for GPU monitoring

gpu-monitoring pytorch-lightning tensorflow

Last synced: 13 Oct 2024

https://github.com/google-research/hit-gan

Tensorflow implementation for "Improved Transformer for High-Resolution GANs" (NeurIPS 2021).

generative-adversarial-network tensorflow vision-transformer

Last synced: 10 Nov 2024

https://github.com/giswqs/manjaro-linux

Shell scripts for setting up Manjaro Linux for Python programming and deep learning

data-science deep-learning gis kde manjaro manjaro-linux notebook-jupyter python r remote-sensing shell-scripts tensorflow

Last synced: 14 Nov 2024

https://github.com/akosiorek/forge

Basic experiment framework for tensorflow.

experiment framework logging ml tensorflow

Last synced: 13 Nov 2024

https://github.com/shinjayne/shinTB

Textboxes : Image Text Detection Model : python package (tensorflow)

cnn deep-learning detection ssd tensorflow text-detection textboxes

Last synced: 03 Nov 2024

https://github.com/dgriffiths3/pointnet2-tensorflow2

Pointnet++ modules implemented as tensorflow 2 keras layers.

classification deep-learning point-cloud pointnet pointnet2 segmentation tensorflow tensorflow2

Last synced: 27 Oct 2024

https://github.com/oaid/tengine-convert-tools

Tengine Convert Tool supports converting multi framworks' models into tmfile that suitable for Tengine-Lite AI framework.

artificial-intelligence cnn dnn mxnet onnx pytorch tensorflow

Last synced: 05 Nov 2024

https://github.com/gantman/rps_tfjs_demo

Training a Rock Paper Scissors model in the browser via TFJS - Learn along style

computer-vision machine-learning machinelearning react rock-paper-scissors rps tensorflow tensorflow-js tensorflowjs

Last synced: 01 Nov 2024

https://github.com/kamalkraj/vision-transformer

Vision Transformer using TensorFlow 2.0

image-classification tensorflow transformer vit

Last synced: 07 Nov 2024

https://github.com/guillaume-chevalier/glove-as-a-tensorflow-embedding-layer

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

cosine-similarity glove glove-embeddings gpu gpu-acceleration gpu-tensorflow neural-network tensorflow tensorflow-layers word-embeddings word2vec

Last synced: 09 Nov 2024

https://github.com/chizhanyuefeng/Realtime-Fall-Detection-for-RNN

Real-time ADLs and Fall Detection implement TensorFlow

adls fall fall-detection falldetector rnn tensorflow

Last synced: 06 Nov 2024

https://github.com/sayakpaul/simclr-in-tensorflow-2

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

constrastive-learning deep-learning keras self-supervised-learning tensorflow unsupervised-learning

Last synced: 02 Nov 2024

https://github.com/philipperemy/stock-volatility-google-trends

Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf

google-trends keras keras-neural-networks keras-tensorflow tensorflow tensorflow-examples tensorflow-experiments

Last synced: 13 Oct 2024

https://github.com/marstechhan/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 11 Nov 2024

https://github.com/MarsTechHAN/keras2ncnn

A keras h5df to ncnn model converter

deep-learning keras model-converter ncnn python python3 tensorflow

Last synced: 28 Oct 2024

https://github.com/chollinger93/scarecrow

A Raspberry Pi powered, distributed (edge) computing camera setups that runs a Tensorflow object detection model to determine whether a person is on the camera. A plugin model allows actions based on the detection, such as playing audio, turning on lights, or triggering an Arduino.

audio debian hacktoberfest linux machine-learning network opencv opencv-python raspberry raspberry-pi raspbian tensorflow zmq

Last synced: 08 Nov 2024

https://github.com/dancsalo/tensorflow-mil

TF Implementation of Multiple Instance Learning FCN.

deep-neural-networks microscopy multiple-instance tensorflow

Last synced: 16 Nov 2024

https://github.com/gianlucapaolocci/sound-classification-on-raspberry-pi-with-tensorflow

In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone

audio-analysis audio-signals dataset librosa machine-learning multilayer-perceptron-network raspberry raspberry-pi sound-classification tensorflow tensorflow-models

Last synced: 12 Nov 2024

https://github.com/elucidation/chessboarddetect

Hodgepodge of chessboard chessboard detection algorithms on images from actual matches.

chess chessboard-detection chessboard-recognition tensorflow

Last synced: 14 Nov 2024

https://github.com/isosnovik/nn4topopt

Code for "Neural Networks for Topology Optimization"

keras neural-networks python tensorflow topology-optimization

Last synced: 10 Nov 2024

https://github.com/datarootsio/tutorial-face-mask-detection

In this project, we develop a pipeline to detect unmasked faces in images. This can, for example, be used to alert people that do not wear a mask when entering a building.

classification computer-vision deep-learning face-mask-detection face-mask-detector facemaskdetection keras opencv python-3 tensorflow tutorial vggface2

Last synced: 14 Nov 2024

https://github.com/sayakpaul/funmatch-distillation

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

bit-resnet image-classification keras knowledge-distillation tensorflow tpu transfer-learning vision

Last synced: 02 Nov 2024

https://github.com/sayakpaul/dreambooth-keras

Implementation of DreamBooth in KerasCV and TensorFlow.

computer-vision dreambooth generative-ai keras keras-cv stable-diffusion tensorflow

Last synced: 01 Nov 2024

https://github.com/kartik4949/tensorpipe

High Performance Tensorflow Data Pipeline with State of Art Augmentations and low level optimizations.

computer-vision datapipeline tensorflow

Last synced: 27 Oct 2024

https://github.com/dipanjans/adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

adversarial-attacks adversarial-learning computer-vision deep-learning python tensorflow

Last synced: 22 Oct 2024

https://github.com/plasmacontrol/keras2c

A simple library to deploy Keras neural networks in pure C for realtime applications

c control-systems convert-keras convert-tensorflow cpp keras keras-to-c machine-learning neural-network real-time tensorflow

Last synced: 15 Nov 2024

https://github.com/nikolasent/road-semantic-segmentation

Udacity Self-Driving Car Engineer Nanodegree. Project: Road Semantic Segmentation

carnd classification computer-vision deep-learning fcn self-driving-car semantic-segmentation tensorflow

Last synced: 22 Oct 2024

https://github.com/rishit-dagli/perceiver

Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow

artificial-intelligence attention attention-mechanism deep-learning machine-learning neural-network python tensorflow transformer transformers

Last synced: 14 Oct 2024

https://github.com/lucaaslb/cnn-libras

Rede Neural Convolucional para reconhecimento de gestos em LIBRAS (Alfabeto) Projeto 01/2019 - Ciência da Computação (Universidade Anhembi Morumbi)

artificial-intelligence cnn cnn-classification cnn-keras convolutional-layers convolutional-neural-networks deep-learning inteligencia-artificial keras-tensorflow leaky-relu libras tensorflow

Last synced: 15 Nov 2024

https://github.com/czczup/urbanregionfunctionclassification

第五届百度西安交大大数据竞赛 城市区域功能分类 Baseline

baseline classification multimodal tensorflow

Last synced: 15 Nov 2024

https://github.com/criteo/tf-yarn

Train TensorFlow models on YARN in just a few lines of code!

hadoop tensorflow yarn

Last synced: 11 Nov 2024

https://github.com/declare-lab/cascade

This repo contains code to detect sarcasm from text in discussion forum using deep learning

deep-learning lstm reddit sarcasm-detection stylometric-features tensorflow tweets user-embeddings

Last synced: 08 Nov 2024

https://github.com/legacyai/tf-transformers

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

bert gpt2 keras language-model natural-language-processing nlp nlp-library tensorflow tensorflow2 text-classification text-generation transformer

Last synced: 07 Nov 2024

https://github.com/howl-anderson/seq2annotation

基于 TensorFlow & PaddlePaddle 的通用序列标注算法库（目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF，更多算法正在持续添加中）实现中文分词（Tokenizer / segmentation）、词性标注（Part Of Speech, POS）和命名实体识别（Named Entity Recognition, NER）等序列标注任务。

bilstm-crf bilstm-crf-model idcnn idcnn-crf named-entity-extraction named-entity-recognition part-of-speech part-of-speech-tagger sequence-annotation tensorflow tensorflow-models

Last synced: 12 Nov 2024

https://github.com/tqtg/hierarchical-attention-networks

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

attention-mechanism document-classification hierarchical-attention-networks sentiment-analysis tensorflow text-classification

Last synced: 30 Oct 2024

https://github.com/ayulockin/swav-tf

TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".

augmentation contrastive-learning keras representation-learning self-supervised-learning tensorflow tensorflow2

Last synced: 02 Nov 2024

https://github.com/merantix/imitation-learning

Autonomous driving: Tensorflow implementation of the paper "End-to-end Driving via Conditional Imitation Learning"

autonomous-driving docker imitation-learning machine-learning paper python robocars tensorflow

Last synced: 14 Nov 2024

https://github.com/NREL/sup3r

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

climate-change climate-data deep-learning generative-adversarial-network machine-learning renewable-energy solar-energy tensorflow wind-energy

Last synced: 14 Nov 2024

https://github.com/gokumohandas/the-neural-perspective

📓 Notes from The Neural Perspective (discontinued) blog.

machine-learning tensorflow

Last synced: 22 Oct 2024

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 525 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-tensorflow-lite 110 awesome-robotics 72 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 awesome-tensorlayer 51 graph-networks 246 awesome-tensorflow-js 55 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 173 bert-in-production 45 awesome-dotnet-machine-learning 134 Awesome-Tensorflow2 105 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819 fucking-awesome-tensorflow 130 free-tensorflow-resources 80
Tensorflow Categories
Blog posts <a name="blogs" />📃 401 Tutorials 206 Research Papers 202 Research 198 Uncategorized 184 文本数据和NLP 182 Models with samples 157 Descriptive Resources 136 数据可视化 130 1.) Neural Architecture Search 123 机器学习框架 123 图像数据与CV 106 Learning 101 Papers & Codes 100 模型的可解释性 100 Posts and Articles 96 超参数优化和AutoML 93 Papers 84 工作流程和实验跟踪 80 Sample Codes / Projects <a name="sample" /> ⛏️📐📁 78