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An open API service indexing awesome lists of open source software.

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/mafda/deep_learning_101

Introduction to the basic notions that involve the concept of Machine Learning and Deep Learning. Linear Regression, Logistic Regression, Artificial Neural Networks, Deep Neural Networks, Convolutional Neural Networks.

artificial-neural-networks cnn-keras conda-environment convolutional-neural-networks deep-learning deep-neural-networks keras linear-regression logistic-regression machine-learning mnist neural-network python tensorflow

Last synced: 13 Jun 2025

https://github.com/vinothpandian/akin-generator

UI wireframe generator that uses a SAGAN model to generate a UI wireframe for a given UI design pattern

deep-learning gan generative-adversarial-network tensorflow ui-generation wireframe-generation

Last synced: 14 Aug 2025

https://github.com/nicolay-r/arenets

Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation

attention bilstm classification cnn cnn-attention cnn-model lstm ml neural-network nlp nlp-machine-learning pcnn rcnn-model relation-extraction rnn self-attention self-attentive-rnn tensorflow

Last synced: 19 Aug 2025

https://github.com/harborzeng/resume_traning

keras机器学习，如何从上次停掉的地方继续训练

blog keras tellyouwhat tensorflow

Last synced: 06 Oct 2025

https://github.com/njmarko/2face-verification

Microservice AI Neural Network Tensorflowjs face (YOLO object) detection Two-factor deep learning (TensorFlow) authentication in Spring, Vue, and Flask with face verification based on logistic regression and cosine similarity in high dimensional vector space.

ai deep-learning face-detection face-verification facelandmarkdetect facenet flask keras linus-torvalds microservices mongodb netflix-eureka postgresql resnet-50 spring-framework tensorflow tensorflowjs vggface vue yolo

Last synced: 28 Oct 2025

https://github.com/sondosaabed/introduction-to-deep-learning-in-python

Knowledge of how to use deep learning with Keras, the latest version of a cutting-edge library for deep learning in Python.

deep-learning keras python tensorflow

Last synced: 22 Apr 2025

https://github.com/nemeslaszlo/sentiment-analysis-and-stock-values

Sentiment analysis of economic news headlines and examining their effects on stock market changes without the full article or analysis. Awareness and click generation are important roles for business news headlines as well. The effect can be demonstrated.

bert data-science data-visualization nltk recurrent-neural-network tensorflow textblob vader-sentiment-analysis

Last synced: 25 Jul 2025

https://github.com/javieraviles/spaceappschallenge

Web and mobile application is a collaborative safety network, locating people in danger in real time and tracking them so emergency services can rescue them.

emergency-response firebase google-maps ionic-framework net-core safetynet tensorflow

Last synced: 15 Apr 2025

https://github.com/lucko515/pixelrnn

Implementation of a, simple, recurrent neural network used for a image classification.

image-classification mnist-classification pixel-rnn recurrent-neural-networks tensorflow

Last synced: 23 Jul 2025

https://github.com/jalajthanaki/chatbot_tensorflow

Built the cahtbot using tensorflow. This chatbot based on RNN and seq2seq model.

chatbot chatbot-tensorflow tensorflow

Last synced: 09 Apr 2025

https://github.com/concaption/pepsico-lab-potato-chips-quality-control

A lot of research is being done to improve the quality of the food. Frito-Lay is the subsidiary of Pepsico that makes globally famous potato chips. The chips get burnt due to during the process. There is a minimum requirement for the amount of the burned or damaged part that can be on a chip. As a PepsiCo intern, you are advised to build a deep learning-based approach towards solving the quality issues of potato chips. You are advised to find the area of the chips that is damaged. Also research about other chips quality control methods that are being researched in academia and industry.

deeplearning tensorflow

Last synced: 28 Apr 2025

https://github.com/o-b-one/pose-estimator

An application that is able to estimate what pose a person found at, and count the number of repeats during live/recorded exercise.

computer-vision knn python react resnet-50 tensorflow tflite

Last synced: 10 Apr 2025

https://github.com/brooksian/b2detect

Detect photographs with B2 Stealth Bombers from social media sites using Tensorflow and Apache NiFi

apache-nifi nifi-templates tensorflow tensorflow-object-detection tensorflow-serving

Last synced: 13 May 2025

https://github.com/zxdong262/tf-captcha-reader

Read captcha image with TensorFlow

captcha demo image tensorflow

Last synced: 28 Apr 2025

https://github.com/ymherklotz/huaweichallenge

Attempt made by George Punter, Alexander T. Luisi, Owen Harcome, Yann Herklotz, Divyansh Manocha and Martin Ferianc for the Huawei Debluring challenge 2017

deblurring machine-learning python tensorflow text-recognition

Last synced: 02 Jul 2025

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

基于 rasa 1.x 版本搭建的英文天气查询 demo | A simple & micro English Weatherbot based on rasa framework

chinese-chatbot demo intent-classification rasa rasa-chatbot rasa-nlu rasa-x slot-filling tensorflow

Last synced: 11 Jul 2025

https://github.com/yeonghyeon/normalizing-flow-tf2

TensorFlow implementation of "Variational Inference with Normalizing Flows"

distribution mnist mnist-dataset normalizing-flow tensorflow tensorflow2 variational-inference

Last synced: 26 Apr 2025

https://github.com/kyegomez/gated-slot-attention

An implementation of the paper: "Gated Slot Attention for Efficient Linear-Time Sequence Modeling" in PyTorch

ai attentions deep-neural-networks deeplearning machinelearnin ml pytorch tensorflow torch torchvision

Last synced: 02 Jul 2025

https://github.com/unicolab/keras-data-processor

Data Preprocessing model based on Keras preprocessing layers that can be used as a standalone model or incorporated to Keras model as first layers.

data keras layers preprocessing tensorflow

Last synced: 13 Feb 2026

https://github.com/Sagargupta16/LeetCode_Rating_Predictor

Full-stack LeetCode contest rating predictor. Dense neural network (15 features, 244K records, MAE ~14) with FastAPI backend, React glassmorphism frontend, and automated data pipeline via LeetCode GraphQL API.

contest-rating deep-learning fastapi graphql leetcode machine-learning neural-network prediction python react tensorflow

Last synced: 04 Apr 2026

https://github.com/nomis51/poe-ml

Set of Python scripts to train models on Path of Exile stuff using Tensorflow.

machine-learning path-of-exile poe tensorflow

Last synced: 05 Mar 2026

https://github.com/leondgarse/keras_mlp

Keras implementation of mlp-mixer, ResMLP, gmlp. imagenet/imagenet21k weights reloaded.

gmlp keras mlp mlp-mixer resmlp tensorflow tensorflow2 tf tf2

Last synced: 05 Mar 2026

https://github.com/ashvardanian/tenpack

Fast Tensors Packaging library for text, image, video, and audio data compatible with PyTorch, TensorFlow, & NumPy 🖼️🎵🎥 ➡️ 🧠

clip laion multi-modal numpy parser pytorch simd tensor tensorflow transformer

Last synced: 22 Mar 2025

https://github.com/chen0040/java-tensorflow-music

Music classification, music search, music recommender and music encoder implemented in Tensorflow and Java

music-classification music-encoding music-recommendation music-search signal-processing tensorflow

Last synced: 15 Aug 2025

https://github.com/robmarkcole/tensorflow_files_for_home_assistant_component

All the files you need for the Home-Assistant tensorflow component

home-assistant tensorflow

Last synced: 08 May 2025

https://github.com/ihabbendidi/angeleyes

An Application to guide visually impaired people using object/speech recognition

android bazel deep-learning freeze-model java neural-network object-detection object-tracking python python-3 speech-recognition tensorflow

Last synced: 16 Aug 2025

https://github.com/master/tensorflow-ipca

Incremental PCA in TensorFlow

tensorflow

Last synced: 18 May 2026

https://github.com/rudreshveerkhare/neural-style-transfer

Creating amazing artwork using deep learning

deep-learning neural-style-transfer tensorflow

Last synced: 14 Oct 2025

https://github.com/ymcui/mrc-model-analysis

Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models (iScience)

bert mrc nlp tensorflow

Last synced: 28 Sep 2025

https://github.com/nicolay-r/AREnets

Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation

attention bilstm classification cnn cnn-attention cnn-model lstm ml neural-network nlp nlp-machine-learning pcnn rcnn-model relation-extraction rnn self-attention self-attentive-rnn tensorflow

Last synced: 19 Aug 2025

https://github.com/tobedefined/libtensorflowforiosswift

Modified from emoji-tf-ios: https://github.com/h4x3rotab/emoji-tf-ios

ios swift tensorflow

Last synced: 11 Apr 2025

https://github.com/brunneis/ilab-erisk-2020

Repository accompanying the CLEF 2020 eRisk Workshop Working Notes for the iLab team (University Of Strathclyde)

bert bert-model clef early-risk erisk huggingface reddit tensorflow tensorflow2 text-classification transformers xlm-roberta

Last synced: 20 Feb 2026

https://github.com/cgalaz01/aladdin_cmr_la

Source code for Aladdin, a complete workflow for 3D MRI left atrium motion analysis

cardiac image-registration image-segmentation left-atrium medical-imaging mri tensorflow

Last synced: 13 Jul 2025

https://github.com/sondosaabed/introduction-to-tensorflow-in-python

using TensorFlow to develop, train, and make predictions with models in various fields. Topics like linear regression, neural networks, and high-level APIs in TensorFlow.

deep-learning python tensorflow

Last synced: 19 Oct 2025

https://github.com/lemonzi/tensorify

A small Python utility module that provides TensorFlow decorators

decorators deep-learning python tensorflow

Last synced: 19 Oct 2025

https://github.com/sanchitvj/image-dehazing-using-gman-net

Single image dehazing using the GMAN network and its implementation in Tensorflow(version 2+).

deep-learning dehazing neural-network tensorflow

Last synced: 19 Jun 2025

https://github.com/Megus/deftensor

DefTensor – TensorFlow Lite Native Extension for Defold Game Engine

defold defold-game-engine tensorflow tensorflow-lite

Last synced: 23 Oct 2025

https://github.com/minar09/asu-net

ASU-Net: Attention to Scale with U-Net for Semantic Segmentation (Implemented with TensorFlow)

asu-net attention attention-to-scale clothing-parsing fashion-parsing segmentation semantic-segmentation tensorflow u-net

Last synced: 11 Apr 2025

https://github.com/murufeng/image-classification

Implement a few key architectures for image classification by using neural network

image-classification neural-network pytorch res2net tensorflow

Last synced: 08 Oct 2025

https://github.com/zhaocc1106/model-optimizer

各类深度模型的优化器，包括tvm、tf-tensorrt、tensorrt等。

keras pytorch tensorflow tensorrt tvm

Last synced: 23 Mar 2025

https://github.com/yeonghyeon/cgan-tf

TensorFlow implementation of Conditional Generative Adversarial Nets (CGAN) with MNIST dataset.

cgan cgans conditional-gan conditions gan gans generative-adversarial-network generative-model mnist mnist-dataset tensorflow tensorflow-examples

Last synced: 24 Oct 2025

https://github.com/rap12/tensorflow-tutorials

Tutorial materials to help you understand how to use TensorFlow.

machine-learning tensorflow tensorflow-tutorial tensorflow-tutorials

Last synced: 26 Jul 2025

https://github.com/mrnothing/general-ai-modules

AI modules that generalize basic concepts.

artifi general-artificial-intelligence machine tensorflow unity

Last synced: 14 Apr 2025

https://github.com/shivamgupta92/analysis-of-market-trends-using-deep-learning

Analysis of market trend using Deep Learning is project that forecasts stock prices using historical data and ML models. Leveraging data collection, feature engineering, and model training. Primarily designed for the Indian stock market, it is adaptable for international markets, providing valuable insights for investors and analysts.

deep-neural-networks keras mysql numpy pandas python3 scikit-learn-api tensorflow time-series-analysis yfinance-api

Last synced: 06 Oct 2025

https://github.com/vladmandic/mb3-centernet

CenterNet: Tiny Object Detection for TFJS and NodeJS

centernet mobilenet-v3 mobilenetv3 object-detection tensorflow tensorflowjs tfjs

Last synced: 24 Oct 2025

https://github.com/mingtaoguo/densenet-tensorflow

DenseNet for cifar10

cifar10 densenet tensorflow

Last synced: 25 Oct 2025

https://github.com/jpdefrutos/ddmr

3D image registration training framework using adaptive loss weighting and synthetic data generation

adaptive-loss ct ddmr deep-learning image-registration mri synthetic-data-generation tensorflow voxelmorph

Last synced: 13 Apr 2025

https://github.com/lindronics/flir_app

Android application for the real-time classification of FLIR One thermal camera images using a deep convolutional neural network built with TensorFlow. Part of my final year honours project.

android computer-vision flir flir-cameras flir-one tensorflow tensorflow-lite

Last synced: 14 Oct 2025

https://github.com/tillahoffmann/universal_tensorflow_image

Develop tensorflow models with or without a GPU accelerator using the same Docker image. 🥳

cuda nvidia-docker tensorflow

Last synced: 12 Jul 2025

https://github.com/triagemd/model-converters

A tool for converting Keras models for use with Tensorflow

keras machine-learning tensorflow

Last synced: 14 Mar 2025

https://github.com/sayakpaul/tf.keras-distributed-training

Shows how to use MirroredStrategy to distribute training workloads when using the regular fit and compile paradigm in tf.keras.

gcp keras tensorflow

Last synced: 08 May 2025

https://github.com/zaccharieramzi/grappa

A repository to experiment on GRAPPA, with a TF backend. It also features some experiments on deep versions of GRAPPA

grappa mri mri-reconstruction tensorflow

Last synced: 12 Jun 2025

https://github.com/shubham0204/sarcasm_detection_nlp_tensorflow

A TensorFlow project to detect sarcasm in tweets using the power of GloVe embeddings and Convolution layers.

android natural-language-processing tensorflow tensorflow-lite text-classification

Last synced: 15 Jul 2025

https://github.com/timhanewich/tetris-ai-mini

Training a neural network (AI) to play a very simplified game of 4x4 Tetris using Q-Learning.

ai keras keras-tensorflow machine-learning python q-learning reinforcement-learning tensorflow tetris

Last synced: 11 Oct 2025

https://github.com/26hzhang/coteaching

A TensorFlow implementation of "Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels"

deep-learning noisy-label-learning noisy-labels pytorch tensorflow

Last synced: 11 Aug 2025

https://cufctl.github.io/mlbd/

Repository for the machine learning / big data creative inquiry

data-science high-performance-computing machine-learning python tensorflow

Last synced: 16 Mar 2025

https://github.com/praveen1664/deeplearning-architectures

This is one of the deep learning architecture, machine learning, CNN, RNN based on tensorflow, pytorch, tensorboard

celeba convolutional-neural-network deep deep-neural-networks ipynb pytorch tensorflow

Last synced: 28 Oct 2025

https://github.com/devkihyun/neural-style-transfer-tensorflow-keras

Tensorflow(using keras pretrained model) implementation of 'Image Style Transfer Using Convolutional Neural Networks'

deep-neural-networks keras python style-transfer tensorflow

Last synced: 02 Mar 2026

https://github.com/cosmoquester/transformers-tf-finetune

Scripts to finetune huggingface transformers models with Tensorflow 2

nlp tensorflow transformers

Last synced: 22 Jan 2026

https://github.com/soumik12345/dataset-scripts

GCS specific notebooks and scripts to download VOC 2007, COCO 2017 and DIV2K Datasets and create TFRecords.

coco div2k gcs gsutil tensorflow tfrecords voc

Last synced: 12 Jul 2025

https://github.com/shubham0204/spam_classification_tf

A TensorFlow Project which detects spam messages and uses this capability in Android apps.

android-application keras python3 spam-classification tensorflow

Last synced: 15 Jul 2025

https://github.com/lukaszbinden/spatial-broadcast-decoder

Spatial Broadcast Decoder Tensorflow Implementation

deep-neural-networks representation-learning tensorflow

Last synced: 13 Mar 2025

https://github.com/moisestg/rare-lm

Understanding of broad discourse context for word prediction

deep-learning nlp python tensorflow

Last synced: 21 Apr 2025

https://github.com/timesler/framework-agnostic-deep-learning

Common code for building neural networks with a hybrid of Pytorch and Tensorflow eager execution

deep-learning keras neural-network neural-networks pytorch tensorflow

Last synced: 14 Apr 2025

https://github.com/rwightman/tensorflow-speech_commands

Speech commands training/models from TF repo adapted for speech commands Kaggle

deep-neural-networks kaggle speech-recognition tensorflow

Last synced: 09 May 2025

https://github.com/hereismari/mnist-tensorflow

Exploring mnist dataset with TensorFlow and getting 99% accuracy in tests

classifying-handwritten-digits convolutional-neural-networks mnist tensorflow tutorial

Last synced: 09 May 2025

https://github.com/daiiz/tfphotoclassifier

The series of flows to classify photos in TensorFlow

tensorflow

Last synced: 25 Aug 2025

https://github.com/shiv19/nativescript-tfjs-poc

POC that Tensorflow.js can be used with NativeScript

nativescript tensorflow tfjs

Last synced: 12 May 2025

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 807 awesome-robotics 72 awesome-tensorflow-lite 110 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-ml-demos-with-ios 93 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-python-machine-learning-resources 1,884 awesome-tensorflow-js 56 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" />📃 361 Tutorials 339 Models with samples 275 Research 263 Research Papers 230 Uncategorized 196 1.) Neural Architecture Search 194 文本数据和NLP 191 Projects 178 Learning 152 数据可视化 133 机器学习框架 128 Papers 119 图像数据与CV 115 模型的可解释性 105 Descriptive Resources 104 超参数优化和AutoML 100 Model Deployment library 99 Papers & Codes 89 Posts and Articles 89