Data

Tools

Indexes

Applications

Experiments

Awesome

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/ksalama/data2cooc2emb2ann

Learning embeddings from item co-occurrence statistics, and building an approx. nearest neighbour index

apache-beam bigquery dataflow embeddings machine-learning python3 tensorflow

Last synced: 13 Jun 2025

https://github.com/gautam-j/traffic-analysis

Vehicle detection and tracking using deep learning and computer vision.

deep-learning deep-sort flask object-detection object-tracking opencv tensorflow yolo yolov4

Last synced: 05 Jul 2025

https://github.com/codhek/sentiment-analysis-naoqi-cnn

:fire: Emotion Recognition using a cnn integrated on a simulated nao robot using the choreographe suite

choreographe cnn-keras emotion-recognition naoqi-robot opencv tensorflow

Last synced: 09 Apr 2025

https://github.com/gunhochoi/kind_tensorflow_tutorial

친절한 한글 설명과 함께하는 텐서플로우 튜토리얼입니다!

korean numpy tensorflow tensorflow-tutorial

Last synced: 30 Jul 2025

https://github.com/roryclear/alphageo

A python script that plays GeoGuessr on the "World" map using a model trained on real games.

geoguessr geolocation machine-learning machinelearning tensorflow

Last synced: 13 Apr 2025

https://github.com/bobbui/tensorflow-serving-cuda-docker

Docker image for tensorflow serving with Nvidia CUDA, CuDNN

cuda cudnn docker docker-image tensorflow tensorflow-serving ubuntu1604

Last synced: 09 Apr 2025

https://github.com/hey-car/tensorflow-model-server

A ReadyToGo TensorFlow Model Server Docker image

docker docker-image tensorflow tensorflow-serving unofficial

Last synced: 16 Mar 2025

https://github.com/mark-koch/deep-painterly-harmonization

A TensorFlow implementation of "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

style-transfer tensorflow

Last synced: 23 Apr 2025

https://github.com/alrza2003/binancetrader

AI-powered trading bot using Python, pandas, scikit-learn, NumPy, and TensorFlow. Interacts with Binance API for cryptocurrency trading based on ZigZag indicator and AI predictions.

binance ccxt cryptocurrency data-analysis numpy pandas python statistics tensorflow trading trading-algorithms trading-strategies tradingbot

Last synced: 12 Apr 2026

https://github.com/kazuhito00/unity-barracuda-mnist-webgl-sample

Unity Barracudaを用いてMNIST(手書き数字認識)をWebGL上で推論するサンプルです。

barracuda mnist onnx tensorflow unity webgl

Last synced: 29 Jul 2025

https://github.com/jwest951227/emotiondetect

Humans are used to non verbal communication. The emotions expressed increases the clarity of any thoughts and ideas. It becoms quite interesting when a computer can capture this complex feature of humans, ie emotions. This topic talks about building a model which can detect an emotion from an image.

keras matplotlib numpy opencv pandas tensorflow

Last synced: 21 Jun 2025

https://github.com/alamkanak/parkinsons-research

An experiment to detect Parkinson's Disease using speech data

keras machine-learning python tensorflow

Last synced: 22 Apr 2025

https://github.com/mingtaoguo/char-cnn-for-text-classification

Character-level Convolutional Networks for Text Classification

charcnn tensorflow text-classification

Last synced: 10 Jul 2025

https://github.com/bond005/runne_contrastive_ner

This project is concerned with my participating in the RuNNE competition https://github.com/dialogue-evaluation/RuNNE

bert-ner contrastive-learning deep-learning ner nlp siamese-neural-network tensorflow

Last synced: 26 Oct 2025

https://github.com/dongjunlee/vae-tensorflow

TensorFlow implementation of Auto-Encoding Variational Bayes.

generative-model hb-experiment mnist tensorflow variational-autoencoders variational-inference

Last synced: 17 Mar 2026

https://github.com/cursedprograms/gennhausser

Music generation using a Long Short-Term Memory (LSTM) neural network. The gennhausser project uses TensorFlow and music21 libraries to create a synthetic dataset, train an LSTM model, and generate music sequences.

ai ltsm ltsm-model midi music-generation music-generation-deep-learning neural-network neural-networks python python3 tensorflow

Last synced: 28 Jan 2026

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

DenseNet for cifar10

cifar10 densenet tensorflow

Last synced: 25 Oct 2025

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/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/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/leeyoshinari/yolo_v1

This implementation of YOLO with TensorFlow

tensorflow yolo

Last synced: 26 Apr 2026

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/toelt-llc/talk-eth-zurich-gdsc-workshops-2022

Repository for seminars held at the ETH Zürich for the GDSC club.

deep-learning keras teaching tensorflow

Last synced: 13 Apr 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/master/tensorflow-ipca

Incremental PCA in TensorFlow

tensorflow

Last synced: 18 May 2026

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/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/ermlab/mlapi.io

Machine learning API framework, check out https://mlapi.io

api-server api-wrapper deep-learning keras machine-learning-api tensorflow

Last synced: 07 Apr 2026

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/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/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/shubham0204/google_colab_notebooks

Google Colab notebooks - tutorials, guides on ML topics

google-colaboratory projects python tensorflow

Last synced: 05 Oct 2025

https://github.com/csinva/glaucoma-diagnosis

Code for diagnosing glaucoma from Lumos lens

computer glaucoma-diagnosis tensorflow vision

Last synced: 25 Jun 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/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/tahmid-saj/ml-repository

ML repository delivering both scheduling via cron jobs and API endpoints for running ETL, training, prediction, evaluation, etc, of various end-to-end models. Developed with FastAPI, TensorFlow, PyTorch, AWS, MongoDB.

aws cron-jobs fastapi ml mongodb pytorch tensorflow

Last synced: 15 Apr 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/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/mrmimic/machine-learning

Training a computer to do stuff is cool.

keras learning machine nltk python3 tensorflow

Last synced: 06 Jul 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/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/toelt-llc/course-zhaw-dlcourse-autumn2018

Student material for the applied deep learning course "Neural Networks and Deep Learning for Life Sciences and Health Applications"

deeplearning python tensorflow university-course zhaw

Last synced: 13 Apr 2025

https://github.com/dmmiller612/correlation-gcn

Correlation Graph Convolutional Networks on Gene Expression and other Biology data

deep-learning gcn gene gene-expression graph graph-convolutional-network proteomics tensorflow

Last synced: 29 Oct 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/conema/zaga

More than the default behavior of a GA device, the robot, with this project can run custom Choregraphe projects, by saying something like "execute object recognition".

choregraphe google-assistant google-assistant-sdk nao nao-robot naoqi object-detection object-recognition ontology robot robotics sentiment-analysis sentiment-polarity stanford-corenlp tensorflow zora

Last synced: 10 Apr 2025

https://github.com/fcakyon/face-detection-app-tutorial

A face detection web app powered by SSD face detecctor using Flask, OpenCV, Heroku

deploy face-detection flask heroku jupyter-notebook opencv python tensorflow tutorial web-application

Last synced: 08 May 2025

https://github.com/nsarang/MnasNet

A TensorFlow 2.0 implementation of MnasNet: Platform-Aware Neural Architecture Search for Mobile.

architecture-search deep-learning imagenet keras mnasnet mobile-development tensorflow tensorflow2

Last synced: 04 May 2025

https://github.com/pwhiddy/tensor-canvas

A 2D graphics library that draws directly onto tensors and is cross-framework compatible

2d graphics jax ml pytorch sdf tensorflow

Last synced: 13 Apr 2025

https://github.com/takuseno/rsvg

Recurrent Stochastic Value Gradient implementation with TensorFlow

reinforcement-learning tensorflow

Last synced: 12 Apr 2025

https://github.com/ngocbh/mtcnn-tf

MTCNN implementation by C++ and tensorflow framework

cpp face-detection mtcnn tensorflow

Last synced: 11 Sep 2025

https://github.com/ghost---shadow/differentiable-programming-handbook

Differentiable implementation of common computer science algorithms

differentiable-programming gradient-descent gradient-tape tensorflow

Last synced: 29 Oct 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/zcf0508/neutral-gray-tf

智能中性灰技术 (WIP)

tensorflow

Last synced: 29 Oct 2025

https://github.com/sciguymjm/segnet

🔎 A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling

image-segmentation segnet tensorflow

Last synced: 11 Apr 2025

https://github.com/louishenrifranc/paintforme

Simple Android app to transform picture to similar drawing

android deeplearning tensorflow vgg19

Last synced: 08 May 2025

https://github.com/emalagoli92/gcvit-tensorflow

TensorFlow 2.X reimplementation of Global Context Vision Transformers, Ali Hatamizadeh, Hongxu (Danny) Yin, Jan Kautz Pavlo Molchanov.

computer-vision deep-learning image-classification python pytorch tensorflow transformers

Last synced: 12 Apr 2025

https://github.com/asirwad/invisicipher

Deep Learning-Based image Steganography implemented with custom CNNs using keras along with Chaotic Encryption🔒 using pycryptodome and Enhanced Super Resolution🎨 implemented with GANs using pyTorch

deep-learning generative-adversarial-network keras pyqt5-desktop-application pytorch tensorflow

Last synced: 06 May 2025

https://github.com/megus/deftensor

DefTensor – TensorFlow Lite Native Extension for Defold Game Engine

defold defold-game-engine tensorflow tensorflow-lite

Last synced: 17 Jun 2025

https://github.com/oneapi-src/invoice-to-cash-automation

Ai starter kit for trade promotion and claim documents categorization using pytorch* and Tensorflow*

ai-starter-kit pytorch tensorflow

Last synced: 04 Apr 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/carlomazzaferro/mhcpreds

MHC-antigen affinity prediction using TensorFlow.

deep-learning embeddings recurrent-neural-networks rnn tensorflow word2vec

Last synced: 26 Mar 2025

https://github.com/rishabhindoria/gpu-to-tpu

Switching from GPU to the future of Machine learning the TPU. Over 1 million images trained Resnet50 in under 20 mins compared to days or weeks on GPU and all for 0$ free on Google Colab Notebooks in Google Drive, clone repo and jump right in!!

colab-notebook deep-learning fine-tuning-cnns google-cloud gpu-tensorflow jupyter-notebook keras-gpu keras-tensorflow next-generation-machine-learning resnet tensorboard tensorflow tensorflow-examples tensorflow-experiments tensorflow-gpu tensorflow-models tensorflow-tutorials tpu tpu-acceleration tpu-benchmarks

Last synced: 17 Jun 2025

https://github.com/animikhaich/no-code-classification-toolkit

Containerized Tensorflow-based image classification training utility with Streamlit-based interface designed to choose between common architectures and optimizers for quick hyperparameter tuning.

classification classsifier cnn cnn-classification convolutional-neural-networks dashboard deep-learning image image-classification keras model-training no-code nocode streamlit-application streamlit-dashboard tensorflow trainer zero-code

Last synced: 10 Apr 2025

https://github.com/tomasreimers/tensorjs

Read and write tensor protos from multidimensional arrays in Javascript.

javascript tensor tensorflow

Last synced: 30 Apr 2025

https://github.com/radiantearth/model_ramp_baseline

Replicable AI for Microplanning (Ramp) Bootstrap Model

earth-observation machine-learning tensorflow

Last synced: 12 Apr 2025

https://github.com/omardelarosa/nes-ai

OpenAI Gym Agents for Nintendo ROMs

agent-based-modeling ai numpy openai-gym python tensorflow

Last synced: 12 Apr 2025

https://github.com/bryanlimy/tf2-cyclegan

TensorFlow 2 implementation of CycleGAN with multi-GPU training.

cyclegan distributed-training gan mirroredstrategy multi-gpus tensorflow tensorflow2 tf2

Last synced: 08 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 202 1.) Neural Architecture Search 194 文本数据和NLP 190 Projects 188 Learning 173 数据可视化 133 机器学习框架 128 Papers 120 图像数据与CV 115 模型的可解释性 104 Descriptive Resources 104 超参数优化和AutoML 100 Model Deployment library 99 Posts and Articles 89 Papers & Codes 89