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168 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"

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.

Tensorflow2 Docs Zh ⭐ 164

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

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

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".

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）

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.

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

Layout Generation ⭐ 43

Layout Generation and Baseline implementations

Duck Net ⭐ 41

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

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.

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.

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.

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)

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.

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

Human Extractor ⭐ 20

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

Brainagepredictionresnet ⭐ 20

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

Handson_ml_2nd ⭐ 20

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

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

Tf 1d 2d Segmentation End2endpipelines ⭐ 19

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

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 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).

Learning Tensorflow ⭐ 18

Simple Tensorflow tutorials for learning by example

Food Vision Mobile Tensorflowjs ⭐ 18

Food Vision project for mobile devices using TensorFlowJS

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.

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).

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

Densedepth ⭐ 16

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

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。

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

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

Autoregressive Models ⭐ 14

Tensorflow 2.0 implementation of Deep Autoregressive Models

Image Depth Prediction ⭐ 14

Traffic_sign_classifier With Streamlit ⭐ 14

Built a image classification model that classifies images into one of the 43 classes from the German Traffic sign dataset.

Fingerframedetection Tf2 ⭐ 14

Tensorflow2 Object Detection APIで作成したFinger Frame検出用のモデルです(This is a model for FingerFrame detection created by Tensorflow2 Object Detection API.)

Training Batchnorm And Only Batchnorm ⭐ 13

Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

Facemask Detection ⭐ 13

Face Mask Detection using TensorFlow and Keras

Tensorflow Notes ⭐ 13

人工智能与深度学习实战 - TensorFlow 篇（MD & Notebooks）

Yolov3 Tf2 ⭐ 13

Implemented YOLOv3 with Tensorflow 2

Nfnets Tensorflow 2 ⭐ 13

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

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