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184 search results found

Deeplearningexamples ⭐ 12,073

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Deep Learning With Tensorflow Book ⭐ 11,864

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

Tensorflow 2.x Tutorials ⭐ 5,496

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Tensorflow Deep Learning ⭐ 4,632

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

Dive Into Dl Tensorflow2.0 ⭐ 3,588

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Machine Learning ⭐ 2,260

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Labml ⭐ 1,771

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Ydata Synthetic ⭐ 1,201

Synthetic data generators for tabular and time-series data

Tensorflowasr ⭐ 890

⚡ TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords

Pix2seq ⭐ 706

Pix2Seq codebase: multi-tasks with generative modeling (autoregressive and diffusion)

Tensorflow 2.x Yolov3 ⭐ 521

YOLOv3 implementation in TensorFlow 2.3.1

Docproduct ⭐ 511

Medical Q&A with Deep Language Models

Python Ai ⭐ 420

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、Tens

Audio Classification ⭐ 398

Code for YouTube series: Deep Learning for Audio Classification

Tf 2.0 Hacks ⭐ 379

Contains my explorations of TensorFlow 2.x

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

The full collection of all codes for my Youtube Channel segregated as per topic.

Tensorflow2 Deep Reinforcement Learning ⭐ 203

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

Tensorflow2 Docs Zh ⭐ 164

TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版

Handson Ml2 Vn ⭐ 164

Jupyter Notebook cung cấp các kiến thức cơ bản về Học Máy và Học Sâu bằng Python với Scikit-Learn, Keras, và TensorFlow 2.

Tensorflow_realtime_multi Person_pose_estimation ⭐ 162

Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

Deprecated Nvidia Gpu Tensor Core Accelerator Pytorch Opencv ⭐ 158

Computer vision container that includes Jupyter notebooks with built-in code hinting, Anaconda, CUDA 11.8, TensorRT inference accelerator for Tensor cores, CuPy (GPU drop in replacement for Numpy), PyTorch, PyTorch geometric for Graph Neural Networks, TF2, Tensorboard, and OpenCV for accelerated workloads on NVIDIA Tensor cores and GPUs.

Speech2text ⭐ 148

A Deep-Learning-Based Persian Speech Recognition System

Adventures In Tensorflow Lite ⭐ 143

This repository contains notebooks that show the usage of TensorFlow Lite for quantizing deep neural networks.

Deeplearning.ai ⭐ 139

该存储库包含由deeplearning.ai提供的相关课程的个人的笔记和实现代码。

Tensorflow Object Detection Api Train Model ⭐ 137

Train a object detection model with the Tensorflow Object Detection API and Tensorflow 2.

Gan Rnn_timeseries Imputation ⭐ 118

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

Stylegan2 Tensorflow 2.x ⭐ 117

Unofficial implementation of StyleGAN2 using TensorFlow 2.x.

Tf2deepfloorplan ⭐ 107

TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.

Tf2 Transformer Chatbot ⭐ 95

Transformer Chatbot in TensorFlow 2 with TPU support.

Ai Art Generator ⭐ 93

A program that can add an artistic touch to any image.

Lstm_chem ⭐ 91

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

Hands On Deep Learning Algorithms With Python ⭐ 90

Hands-On Deep Learning Algorithms with Python, By Packt

Tf Transformers ⭐ 76

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

Quantumspeech Qcnn ⭐ 75

IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition

Amazon Sagemaker Mlops Workshop ⭐ 74

MLOps workshop with Amazon SageMaker

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

G Simclr ⭐ 69

This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.

Tf Eager Fasterrcnn ⭐ 66

Faster R-CNN R-101-FPN model was implemented with TensorFlow2.0 eager execution.

Deeplabv3 Plus ⭐ 62

Tensorflow 2.3.0 implementation of DeepLabV3-Plus

Reinforcement_learning ⭐ 62

Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3

Tensorflow implementation of MIRNet for Low-light image enhancement

Vietnamese Electra ⭐ 59

Electra pre-trained model using Vietnamese corpus

Adaptive Gradient Clipping ⭐ 57

Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.

Ctr_algorithm ⭐ 56

一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM，xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）

Child Growth Monitor Machine Learning

Yolo v4 using TensorFlow 2.x

Eat_tensorflow2_in_30_days_ipynb ⭐ 49

30天掌握Tensorflow2.1 Jupyter Notebook 版

Practical_intro_to_tf2 ⭐ 49

Building an image classifier in TF2

Dubai Satellite Imagery Segmentation ⭐ 45

Multi-Class Semantic Segmentation on Dubai's Satellite Images.

Manning_tf2_in_action ⭐ 44

The official code repository for "TensorFlow in Action" by Manning.

Layout Generation ⭐ 43

Layout Generation and Baseline implementations

Ml Bootcamp Launchpad ⭐ 43

Contains notebooks prepared for ML Bootcamp organized by Google Developers Launchpad.

Mae Scalable Vision Learners ⭐ 43

A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners

Duck Net ⭐ 41

Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )

A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.

Leaf Diseases Detect ⭐ 38

It's able to detect 33 type of leaf diseases by using Deep learning.. I use transfer learning on the project. For More Information read my code.

Grokking Machine Learning ⭐ 35

This repo aims to contain different machine learning use cases along with the descriptions to the model architectures

Rnn Notebooks ⭐ 33

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

Ok Transformer ⭐ 32

Exploring machine learning engineering and operations. ❚

Smoke Detection Using Tensorflow 2.2 ⭐ 31

An experimental repository to build ML models and perform efficient wildfire smoke detection.

Tensorflow2 Objectdetectionapi Colab Hands On ⭐ 30

Tensorflow2 Object Detection APIのハンズオン用資料です(Hands-on documentation for the Tensorflow2 Object Detection API)

Deep Learning Masterclass ⭐ 29

Explore the complete Deep Learning MasterClass in TensorFlow and PyTorch, covering neural networks, GANs, Transformers, VAEs, and more. Your go-to resource for mastering cutting-edge techniques.

Transformer Tensorflow2.0 ⭐ 29

transformer in tensorflow 2.0

Mac Ml Speed Test ⭐ 27

A few quick scripts focused on testing TensorFlow/PyTorch/Llama 2 on macOS.

Barlow Twins Tf ⭐ 26

TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).

E2e Object Detection In Tflite ⭐ 25

This repository shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the optimized model.

Evolving graph plotting with differentiable programming on Tensorflow 2

Lottery_ticket_hypothesis Tensorflow_2 ⭐ 25

Implementing "The Lottery Ticket Hypothesis" paper by "Jonathan Frankle, Michael Carbin"

Potato Disease Classification ⭐ 25

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

Da Rnn In Tensorflow 2 And Pytorch ⭐ 25

A Tensorflow 2 (Keras) implementation of DA-RNN (A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction, arXiv:1704.02971)

Yolov2 Tensorflow 2.0 ⭐ 22

Just another YOLO V2 implementation. Train your own dataset in a jupyter notebook!

Grokking Machine Learning ⭐ 22

This repo aims to contain different machine learning use cases along with the descriptions to the model architectures

Medical Image Captioning On Chest X Rays ⭐ 21

Medical Image captioning on chest X-rays

Brainagepredictionresnet ⭐ 20

3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).

Human Extractor ⭐ 20

👤 Cutting people out automatically using Image translation's architecture Pix2Pix

A deep-learning-based web tool for translational and real-time pupillometry

Handson_ml_2nd ⭐ 20

Note for Aurélien Géron's 2019 book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition"

Deeplearning.ai Tensorflow Developer Course ⭐ 19

DeepLearning.AI TensorFlow Developer Professional Certificate -Coursera

A Barebones Image Retrieval System ⭐ 19

This project presents a simple framework to retrieve images similar to a query image.

Tf 1d 2d Segmentation End2endpipelines ⭐ 19

1D and 2D Segmentation Models with options such as Deep Supervision, Guided Attention, BiConvLSTM, Autoencoder, etc.

Learning Tensorflow ⭐ 18

Simple Tensorflow tutorials for learning by example

Food Vision Mobile Tensorflowjs ⭐ 18

Food Vision project for mobile devices using TensorFlowJS

Tf 1d 2d Resnetv1 2 Seresnet Resnext Seresnext ⭐ 18

Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Classification and Regression).

Tensorflow Handbook ⭐ 17

Tensorflow Handbook 2.0是一本开源的书籍，目标是帮助使用Tensorflow2.0进行深度学习开发和研究的朋友快速入门

Xbox Game Ai ⭐ 17

Use TensorFlow and PYXInput to create AI's for any video game

Word Embeddings From Scratch ⭐ 17

Creating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.

Pggan Tensorflow ⭐ 16

A TF 2.0 implementation of Progressive growing of GANs

Generalized Odin Tf ⭐ 16

TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data (https://arxiv.org/abs/2002.11297).

Densedepth ⭐ 16

Tensorflow 2.2 and Android tf Lite support for High Quality Monocular Depth Estimation via Transfer Learning

Deeplearning_flask ⭐ 16

Data Science AI Artificial Intelligence Deep Learning Python Keras TensorFlow TensorFlow2 Flask Flask3 Docker NGINX Gunicorn microservices REST API Jupyter Lab Notebook GitHub Actions

Tensor To Image ⭐ 16

paper: https://arxiv.org/abs/2110.08037

Face And Gesture Lock ⭐ 15

Face and Air Gesture Lock for enhanced security.

Transformer_implementation_and_application ⭐ 15

The 300 lines of code (Tensorflow 2) completely replicates the Transformer model and is used in neural machine translation tasks and chat bots. 300行代码（Tensorflow 2）完整复现了Transformer模型，并且应用在神经机器翻译任务和聊天机器人上。

Cryptocurrency Prediction With Artificial Intelligence V3.0 Gru Neural Network ⭐ 15

Cryptocurrency Prediction with Artificial Intelligence V3.0 [GRU Neural Network]

Bisenetv2 Tf2 ⭐ 15

BiSeNet V2 TensorFlow 2 Implementation capable of running on Edge TPUs

Gradcam_and_guidedgradcam_tf2 ⭐ 15

Implementation of GradCAM & Guided GradCAM with Tensorflow 2.x

Tflite Modelmaker Efficientdet Colab Hands On ⭐ 14

TensorFlow Lite Model Makerで物体検出を行うハンズオン用資料です(Hands-on for object detection with TensorFlow Lite Model Maker)

Cent Patates ⭐ 14

Using TensorFlow to win 65 time more in the French lottery. A TensorFlow 2.0 tutorial with some nice combinatorics and a get-rich-quick click-bait title

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