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37 search results found

Machine Learning Collection ⭐ 6,173

A resource for learning about Machine learning & Deep Learning

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Big_transfer ⭐ 1,421

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017

Tools to Design or Visualize Architecture of Neural Network

Deepreg ⭐ 442

Medical image registration using deep learning

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

Mask Rcnn Tf2 ⭐ 149

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

Face Detection With Mobilenet Ssd ⭐ 148

Face detection with mobilenet-ssd written by tf.keras.

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.

Mit Bih_ecg_recognition ⭐ 73

MIT-BIH ECG recognition using 1d CNN with TensorFlow2 and PyTorch

Tf Eager Fasterrcnn ⭐ 66

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

State of the Art Neural Networks for Deep Learning

Python Machine Learning Book 2nd Edition ⭐ 54

<머신러닝 교과서 with 파이썬, 사이킷런, 텐서플로>의 코드 저장소

Dubai Satellite Imagery Segmentation ⭐ 45

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

Duck Net ⭐ 41

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

The Ultimate Google Tensorflow Developer Certificate Exam Study Guide ⭐ 35

Google TensorFlow Developer Certificate Study Guide

Rnn Notebooks ⭐ 33

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

This project is the implementation of the "Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification" paper

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.

Rfdnet Imagesuperresolution ⭐ 28

Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution

Potato Disease Classification ⭐ 25

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

Wormpose ⭐ 24

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans

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

Brainagepredictionresnet ⭐ 20

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

Deeplearning.ai Tensorflow Developer Course ⭐ 19

DeepLearning.AI TensorFlow Developer Professional Certificate -Coursera

Memae Tf2 ⭐ 19

TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"

Learning Tensorflow ⭐ 18

Simple Tensorflow tutorials for learning by example

Deepsphere Cosmo Tf2 ⭐ 17

A spherical convolutional neural network for cosmology (TFv2).

Tensor To Image ⭐ 16

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

Healthbridge ⭐ 15

Bridging the gap between Patients and Doctors

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.

Semantic Segmentation Of Landcover.ai Dataset ⭐ 13

An implementation of Deeplabv3plus in TensorFlow2 for semantic land cover segmentation

Glom Tensorflow ⭐ 12

An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

Coronary Artery Stenosis Detection ⭐ 11

Coronary artery stenosis detection using Faster RCNN

Deep Learning Andrewng Deeplearning.ai ⭐ 11

Contains all course modules, exercises and notes of Deep Learning Specialization by Andrew Ng, and DeepLearning.ai in Coursera

CAPTCHA project for Machine Learning Course https://arxiv.org/pdf/2006.11373.pdf

Semantic Segmentation Using Autoencoders ⭐ 10

Lightweight and Fast Person Segmentation using Autoencoders (Trained Weights Included)

Respr Unet 3d Denoising Efficient Pipeline Tf Keras ⭐ 10

3D image denoising using a modified U-Net architecture that exploits a prior image. Models are trained using efficient tensorflow pipeline based on keras and tf.data.Dataset API

Amino_acid_encoding_deep_learning_applications ⭐ 9

The repository contains all the code for the paper amino acid encoding using deep learning application

Deep Learning Mini Projects Tensorflow ⭐ 9

Repository for Deep Learning Mini-Project with Tensorflow

Crack_detection ⭐ 9

Concrete Crack Detection for Structural Audit

Boiling Learning ⭐ 8

Deep learning models for phase-change quantification and classification.

All Subtype Classification ⭐ 8

A Fast and Efficient CNN Model for B-ALL Diagnosis and its Subtypes Classification using Peripheral Blood Smear Images

Object Detection With Tensorflow ⭐ 8

Object Detection with Tensorflow

Mesoscopic Photogrammetry ⭐ 7

3D reconstructions of mm-scale objects from sequences of phone camera images

Time Series Prediction ⭐ 7

This repo contain the code related to the Medium post: https://medium.com/p/168b47e54d54

Inception Inceptionresnet Seinception Seinceptionresnet 1d 2d Tensorflow Keras ⭐ 7

Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO for Classification and Regression)

Tensorflow 2.0 implementation of Knowledge Graph Convolutional Networks for Recommender Systems

Audio Signal Processing Artificial Intelligence Project ⭐ 6

Audio Signal Processing Artificial Intelligence Project

Tensorflow2.0_notebooks ⭐ 6

Implementation of a series of Neural Network architectures in TensorFow 2.0

Machine Learning And Deep Learning ⭐ 6

A repository comprising the algorithms of Machine Learning implemented on tensorflow 2 with keras and many other special machine learning libraries.

Efficientnet ⭐ 6

Implementation of EfficientNet: Rethinking Model Scaling for CNNs

Image Colorization ⭐ 5

This project aims to study the Image Colorization problem and implement a Convolutional Neural Network that is able to colorize black and white images using CIELAB color space.

Ssd Mobilenet V2 Fpnlite ⭐ 5

Mask Rcnn_tf2.14.0 ⭐ 5

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.14.0 and Python 3.10.12

Image Captioning ⭐ 5

CNN-Encoder and RNN-Decoder (Bahdanau Attention) for image caption or image to text on MS-COCO dataset. 图片描述

Machine Learning ⭐ 5

supervised, unsupervised learning, reinforcement learning, neural network, deep learning,etc.

Two Phase Scheme Cnn ⭐ 5

Two-phase Scheme for Trimming QTMT CU Partition using Multi-branch Convolutional Neural Networks

Dpsgd Optimizer ⭐ 5

Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enforces privacy by clipping and sanitising the gradients with Gaussian noise during training.

Car Classification ⭐ 5

Visual car recognition using ResNet-based transfer learning

Senegal Lcluc Tensorflow ⭐ 5

Senegal LCLUC TensorFlow

Densenet 1d 2d Tensorflow Keras ⭐ 5

Models Supported: DenseNet121, DenseNet161, DenseNet169, DenseNet201 and DenseNet264 (1D and 2D version with DEMO for Classification and Regression)

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