Ecosyste.ms: Awesome

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

Awesome Lists | Featured Topics | Projects

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/jakkra/gesture-detecting-macro-keyboard

Glorified Bluetooth macro keyboard with machine learning (TensorFlow Lite for Microcontrollers) running on an ESP32.

3d-printing ahk-script autohotkey ble bluetooth bluetooth-hid esp-idf esp32 macro-keyboard microcontroller tensorflow tensorflow-micro trill

Last synced: 09 Nov 2024

https://github.com/yiling-chen/view-finding-network

A deep ranking network that learns to find good compositions in a photograph.

aesthetics dataset deep-learning evaluation tensorflow

Last synced: 05 Nov 2024

https://github.com/pyrates-neuroscience/PyRates

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

code-generation delayed-differential-equation differential-equations dynamical-systems fortran90 julia matlab network-simulator neural-networks numpy parameter-search python pytorch scientific-computing scientific-research simulations tensorflow

Last synced: 12 Nov 2024

https://github.com/kashifmin/flutter_tensorflow_lite

A Flutter plugin to access TensorFlow Lite apis.

android dart dartlang flutter flutter-plugin ios kotlin tensorflow

Last synced: 16 Dec 2024

https://github.com/allanyiin/trident

Make pytorch and tensorflow two become one.

convolutional-networks deep-learning neural-network pytorch tensorflow

Last synced: 07 Dec 2024

https://github.com/shekkizh/Colorization.tensorflow

Image colorization using CNNs in tensorflow

convolutional-networks image-colorization tensorflow

Last synced: 14 Nov 2024

https://github.com/leehanchung/cs182

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

berkeley cnn cs182 cs231n cs231n-assignment natural-language-processing nlp pytorch reinforcement-learning tensorflow transformer

Last synced: 10 Nov 2024

https://github.com/graykode/matorage

Matorage is tensor(multidimensional matrix) object storage manager for deep learning framework(Pytorch, Tensorflow V2, Keras)

deep-learning pytorch storage-manager tensorflow

Last synced: 01 Nov 2024

https://github.com/parap1uie-s/keras-rfcn

RFCN implement based on Keras&Tensorflow

keras rfcn rfcn-resnet tensorflow

Last synced: 08 Nov 2024

https://github.com/aryan-jadon/Regression-Loss-Functions-in-Time-Series-Forecasting-Tensorflow

This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting with different loss functions in Tensorflow. We have compared 14 regression loss functions performance on 4 different datasets.

deep-learning forecasting keras loss-functions machine-learning python tensorflow time-series time-series-forecasting transformers

Last synced: 02 Nov 2024

https://github.com/zsdonghao/unsup-im2im

Unsupervised Image to Image Translation with Generative Adversarial Networks

deep-learning gan generative-adversarial-network image-to-image tensorflow tensorlayer

Last synced: 22 Oct 2024

https://github.com/xiaoyiT/Course-Project---Speech-Driven-Facial-Animation

ECE 535 - Course Project, Deep Learning Framework

cnn deep-learning gan rnn tensorflow

Last synced: 15 Nov 2024

https://github.com/zsdonghao/Unsup-Im2Im

Unsupervised Image to Image Translation with Generative Adversarial Networks

deep-learning gan generative-adversarial-network image-to-image tensorflow tensorlayer

Last synced: 30 Oct 2024

https://github.com/heethesh/computer-vision-and-deep-learning-setup

Tutorial on how to setup your system with a NVIDIA GPU and to install Deep Learning Frameworks like TensorFlow, Darknet for YOLO, Theano, and Keras; OpenCV; and NVIDIA drivers, CUDA, and cuDNN libraries on Ubuntu 16.04, 17.10 and 18.04.

cuda cudnn gpu install keras nvidia opencv python tensorflow ubuntu ubuntu1710

Last synced: 25 Dec 2024

https://github.com/chriscummins/paper-end2end-dl

📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)

academic-publication autotuning compiler-optimizations deep-learning keras machine-learning neural-network paper publication tensorflow

Last synced: 29 Nov 2024

https://github.com/hereismari/deeplearning

This repository keeps track of my path towards understanding Deep Learning concepts (mainly with TensorFlow).

deep-learning education neural-network tensorflow tutorial

Last synced: 22 Oct 2024

https://github.com/shekkizh/colorization.tensorflow

Image colorization using CNNs in tensorflow

convolutional-networks image-colorization tensorflow

Last synced: 13 Nov 2024

https://github.com/zhangkaifang/CBAM-TensorFlow2.0

CBAM(Convolutional Block Attention Module) implementation on TensowFlow2.0

attention attention-mechanism cbam cbam-resnet resnet tensorflow tf tf2

Last synced: 27 Oct 2024

https://github.com/ivy-llc/vision

3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

3d deep-learning depth ivy jax machine-learning mxnet numpy point-cloud python pytorch rendering sdf tensorflow vision voxel

Last synced: 15 Nov 2024

https://github.com/clovaai/symmetrical-synthesis

Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)

aaai2020 cars196 cub200-2011 deep-learning image-clustering image-retrieval metric-learning stanford-online-products synthesis tensorflow

Last synced: 12 Nov 2024

https://github.com/zsdonghao/imitation-learning-dagger-torcs

A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env

dagger gym-torcs imitation-learning tensorflow tensorflow-tutorials tensorlayer torcs torcs-env

Last synced: 12 Nov 2024

https://github.com/zsdonghao/Imitation-Learning-Dagger-Torcs

A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env

dagger gym-torcs imitation-learning tensorflow tensorflow-tutorials tensorlayer torcs torcs-env

Last synced: 30 Oct 2024

https://github.com/ise-uiuc/freefuzz

Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source (ICSE'22)

fuzzing mining pytorch tensorflow

Last synced: 19 Nov 2024

https://github.com/jay-johnson/train-ai-with-django-swagger-jwt

Train AI (Keras + Tensorflow) to defend apps with Django REST Framework + Celery + Swagger + JWT - deploys to Kubernetes and OpenShift Container Platform

ai ai-security anti-nex celery celery-tasks deep-neural-networks django-rest-framework drf jwt keras machine-learning machine-learning-security network-analysis network-security openshift rest-api swagger tensorflow

Last synced: 01 Nov 2024

https://github.com/ritchieng/ritchieng.github.io

My personal repository of notes served through Github pages at http://www.ritchieng.com/

deep-learning neural-network pytorch tensorflow

Last synced: 16 Nov 2024

https://github.com/chingweitseng/general-deep-image-completion

A Deep Image Completion Model for Recovering Various Corrupted Images

demo face-completion image-completion inpaint tensorflow

Last synced: 15 Nov 2024

https://github.com/warchildmd/game2vec

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

cbow embeddings game2vec kaggle skipgram tensorflow word2vec

Last synced: 12 Nov 2024

https://github.com/hycis/tensorgraph

A tensorflow library for building all kinds of models

deep-learning tensorflow

Last synced: 12 Jan 2025

https://github.com/JohnBetaCode/Social-Distancing-Analyser

Considering the big change that the world is facing, as well as our lives due to the COVID-19, we provide to people and companies a complete open-source tool to analyze the social distancing for streets, parks, offices, and even crowded places like malls, train stations, and others.

ai anaconda calibration calibration-process computer-vision covid19 deep-learning detection-model extrinsic image-processing intrinsic object-detection opencv opencv4 opensource social-distancing tensorflow yolo yolov4

Last synced: 09 Nov 2024

https://github.com/webrtchacks/facetouchmonitor

monitor how often you touch your face with WebRTC and tensorflow.js

bodypix tensorflow tfjs

Last synced: 10 Nov 2024

https://github.com/tusharnankani/aankh

Aankh - A real time proctoring solution 🦄

aankh detection-model extension proctoring reactjs tensorflow

Last synced: 10 Jan 2025

https://github.com/gaborvecsei/sle-gan

Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

few-shot-image-generation gan image-synthesis lighweight-gan tensorflow tensorflow2

Last synced: 28 Oct 2024

https://github.com/nevillelyh/shapeless-datatype

Shapeless utilities for common data types

avro bigquery datastore google-cloud scala shapeless tensorflow

Last synced: 13 Jan 2025

https://github.com/akash-rajak/Real-Time-Human-Detection-Counting

A tensorflow based Faster RCNN inception v2 python model to detect and count humans in real time images, videos & camera.

computer-vision counting cv2 deep-learning detection detection-model faster-rcnn-inception-v2 human-detection machine-learning matplotlib numpy opencv os pil python python3 tensorflow time tkinter video

Last synced: 20 Oct 2024

https://github.com/akash-rajak/real-time-human-detection-counting

A tensorflow based Faster RCNN inception v2 python model to detect and count humans in real time images, videos & camera.

computer-vision counting cv2 deep-learning detection detection-model faster-rcnn-inception-v2 human-detection machine-learning matplotlib numpy opencv os pil python python3 tensorflow time tkinter video

Last synced: 17 Dec 2024

https://github.com/googlecreativelab/tf4micro-motion-kit

Arduino Sketch and a Web Bluetooth API for loading models and running inference on the Nano Sense 33 BLE device.

arduino microcontroller tensorflow

Last synced: 09 Jan 2025

https://github.com/arabiaweather/athena

Automatic equation building and curve fitting. Runs on Tensorflow. Built for academia and research.

academia curve-fitting equation-solver interpretability machine-learning optimization research-tool simulation-framework symbolic-computation symbolic-regression tensorflow

Last synced: 29 Oct 2024

https://github.com/whatrocks/cozmo-tensorflow

🤖 Cozmo the Robot recognizes objects with TensorFlow

cozmo cozmo-sdk deep-learning floyd-cli floydhub imagenet python tensorflow transfer-learning

Last synced: 11 Jan 2025

https://github.com/imdeep2905/neural-network-sandbox

This is a source code of Software called Neural Network Sandbox.Neural Network Sandbox makes making and training basic feed forward neural networks easy.

deep-learning gui keras kivy machine-learning matplotlib neural-networks python tensorflow

Last synced: 14 Oct 2024

https://github.com/rishit-dagli/cppe-dataset

Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

artificial-intelligence computer-vision cppe5 data dataset deep-learning machine-learning models object-detection pretrained-models pytorch tensorflow vision

Last synced: 12 Jan 2025

https://github.com/tensorflow/tfjs-data

Simple APIs to load and prepare data for use in machine learning models

data deep-learning javascript machine-learning neural-network tensorflow tfjs

Last synced: 26 Sep 2024

https://github.com/robmarkcole/coral-pi-rest-server

Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick

deep-learning object-detection python raspberry-pi ssd tensorflow tensorflow-lite

Last synced: 28 Dec 2024

https://github.com/oaid/cortex-m-kws

Cortex M KWS example with Tengine Lite.

cnn cortex-m kws speech-recognition tensorflow

Last synced: 05 Nov 2024

https://github.com/pinto0309/headposeestimation-whenet-yolov4-onnx-openvino

WHENet - ONNX, OpenVINO, TFLite, TensorRT, EdgeTPU, CoreML, TFJS, YOLOv4/YOLOv4-tiny-3L

coreml edgetpu onnx tensorflow tensorrt tfjs tflite

Last synced: 22 Oct 2024

https://github.com/rstudio/cloudml

R interface to Google Cloud Machine Learning Engine

cloudml gpc gpu keras r rstats tensorflow

Last synced: 10 Nov 2024

https://github.com/sthalles/face-similarity

Face-similarity CNN using Tensorflow Eager execution.

deep-learning face-authentication face-similarity machine-learning tensorflow

Last synced: 06 Nov 2024

https://github.com/IBM/MAX-Human-Pose-Estimator

Detect humans in an image and estimate the pose for each person

coco docker-image machine-learning machine-learning-models openpose tensorflow

Last synced: 18 Nov 2024

https://github.com/stevenobadja/math_object_detection

An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.

batch-normalization coco detection detection-model linear-algebra math-operation object-detection python python3 relu ssd-mobilenet tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-tutorials

Last synced: 09 Oct 2024

https://github.com/braun-steven/dfi-tensorflow

Implementation of Deep Feature Interpolation in Tensorflow using a VGG19 model

deep-learning deep-neural-networks machine-learning tensorflow

Last synced: 22 Oct 2024

https://github.com/xiongma/roberta-wwm-base-distill

this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large

bert distillation natural-language-processing pretrained-models roberta tensorflow

Last synced: 07 Nov 2024

https://github.com/bgu-cs-vil/dtan

Official PyTorch implementation for our NeurIPS 2019 paper, Diffeomorphic Temporal Alignment Nets. TensorFlow\Keras version is available at tf_legacy branch.

alignment deep-learning pytorch temporal-transformer tensorflow time-series time-series-classification ucr

Last synced: 15 Jan 2025

https://github.com/weimin17/object-detection_helmetdetection

A computer vision practice: Using Tensorflow - Object Detection Tutorials - Helmet detection

faster-rcnn helmet-detection object-detection tensorflow tensorflow-experiments testing training tutorials

Last synced: 12 Nov 2024

https://github.com/pannous/tensorpeers

p2p peer-to-peer training of tensorflow models

deep-learning distributed p2p peer-to-peer tensorflow training

Last synced: 27 Oct 2024

https://github.com/TIBCOSoftware/flogo-contrib

Flogo Contribution repo. Contains activities, triggers, models and actions.

aws-lambda coap flogo flogo-contrib http-client http-server lambda mqtt rest tensorflow

Last synced: 04 Nov 2024

https://github.com/qdraw/tensorflow-face-object-detector-tutorial

How to train a Tensorflow face object detection model

tensorflow tensorflow-models tensorflow-tutorials

Last synced: 12 Oct 2024

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

基于MTCNN和MobileFaceNet实现的人脸识别，提供三种预测方式，满足各种需求 。

face-recognition mobilefacenet mtcnn tensorflow

Last synced: 09 Jan 2025

https://github.com/tibcosoftware/flogo-contrib

Flogo Contribution repo. Contains activities, triggers, models and actions.

aws-lambda coap flogo flogo-contrib http-client http-server lambda mqtt rest tensorflow

Last synced: 19 Dec 2024

https://github.com/simon-larsson/keras-swa

Simple stochastic weight averaging callback for Keras

deep-learning keras stochastic-weight-averaging swa tensorflow tensorflow-keras

Last synced: 01 Nov 2024

https://github.com/sjkaliski/infer

🔮 Use TensorFlow models in Go to evaluate Images (and more soon!)

go golang inference machine-learning prediction tensorflow

Last synced: 28 Oct 2024

https://github.com/huzongxiang/CrystalNetwork

MatDGL is a neural network package that allows researchers to train custom models for crystal modeling tasks. It aims to accelerate the research and application of material science.

deep-learning graph machine-learning massagepassing materials neural-networks pretrain tensorflow transformer

Last synced: 08 Nov 2024

https://github.com/teddylee777/deepko

머신러닝/딥러닝(PyTorch, TensorFlow) 전용 도커입니다. 한글 폰트, 한글 자연어처리 패키지(konlpy), 형태소 분석기, Timezone 등의 설정 등을 추가 하였습니다.

cudf deep-learning docker gpu kaggle lightgbm machine-learning python pytorch tensorflow xgboost

Last synced: 23 Nov 2024

https://github.com/huzongxiang/MatDGL

MatDGL is a neural network package that allows researchers to train custom models for crystal modeling tasks. It aims to accelerate the research and application of material science.

deep-learning graph machine-learning massagepassing materials neural-networks pretrain tensorflow transformer

Last synced: 27 Nov 2024

https://github.com/orvillex/machinelearning

机器学习教程，本教程包含基于numpy、sklearn与tensorflow机器学习，也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。

knn machine-learning numpy scipy sklearn spark-mllib svm tensorflow

Last synced: 25 Dec 2024

https://github.com/jahongir7174/yolov5-tf

YOLOv5 implementation using TensorFlow 2

object-detection tensorflow tensorflow2 tf2 yolov5

Last synced: 18 Nov 2024

https://github.com/tusharnankani/Aankh

Aankh - A real time proctoring solution 🦄

aankh detection-model extension proctoring reactjs tensorflow

Last synced: 06 Nov 2024

https://github.com/ayulockin/losslandscape

Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi Hu, and Balaji Lakshminarayanan.

deep-neural-networks keras loss-landscape neural-networks tensorflow

Last synced: 09 Jan 2025

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 awesome-colab-notebooks 554 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" />📃 472 文本数据和NLP 263 Tutorials 206 Research Papers 198 Research 198 Uncategorized 185 数据可视化 180 机器学习框架 173 Models with samples 167 图像数据与CV 146 Descriptive Resources 136 超参数优化和AutoML 136 1.) Neural Architecture Search 134 工作流程和实验跟踪 114 模型的可解释性 106 Papers & Codes 100 Learning 99 Posts and Articles 96 数据管道和流处理 91 Papers 86