Awesome Open Source

Programming Languages

Search results for jupyter notebook transfer learning

jupyter-notebook x

transfer-learning x

212 search results found

Deep Learning Experiments Implemented Using Google Colab ⭐ 16

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

Tflite Tester ⭐ 15

Example project showing how we can compare TensorFlow and TensorFlow Lite models

Implemented Data Science ⭐ 15

Implementation of various data science techniques and research papers

Music Genre Classification ⭐ 15

Genre Classification using Convolutional Neural Networks

Explainableml Vision ⭐ 14

This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHapley Additive exPlanations.

Machine Learning Summer Schools ⭐ 14

Curated materials for different machine learning related summer schools

Keras Vgg Transfer Learning ⭐ 14

Keras-VGG-Transfer-Learning

Multi Label Classification Of Pubmed Articles ⭐ 14

The traditional machine learning models give a lot of pain when we do not have sufficient labeled data for the specific task or domain we care about to train a reliable model. Transfer learning allows us to deal with these scenarios by leveraging the already existing labeled data of some related task or domain. We try to store this knowledge gained in solving the source task in the source domain and apply it to our problem of interest. In this work, I have utilized Transfer Learning utilizing

Ntua Slp Nlp ⭐ 13

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

Transfertools ⭐ 13

Python toolbox for transfer learning.

Deep Learning Projects ⭐ 13

Best Deep Learning Projects for Advanced Learners

Facemask Detection ⭐ 13

Face Mask Detection using TensorFlow and Keras

Deepfacerecognition ⭐ 13

Face Recognition with Transfer Learning

Parsbigbird ⭐ 13

Persian Bert For Long-Range Sequences

Vision_audio_and_multimodal_projects ⭐ 13

This repository includes all computer vision, audio, document AI, and multimodal projects.

Vendorlink ⭐ 12

🌐 Identifying & Linking Vendor Migrants and Aliases on Darknet Markets. (ACL 2023)

Machine_part_defect Detection ⭐ 12

Classification of automotive parts as defective and non-defective with transfer learning.

Iemocapspeechemotionrecognition ⭐ 12

Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET

Nextjs Tfjs Cnn ⭐ 12

🐕 🐈 Classifier using Keras VGG16 transfer learning with kaggle dataset.

Kiss Detection Using Xception ⭐ 12

This repository contains a basic implementation of supervised classification of detecting kiss in an image, using transfer learning

Materials for "IT5: Large-scale Text-to-text Pretraining for Italian Language Understanding and Generation" 🇮🇹

Image Classification Transfer Learning ⭐ 12

Building ResNet152 Model for Image Classification with Small Dataset (95% accuracy) | Tensorflow 2.0

Machine Learning From Scratch ⭐ 12

🤖 Python implementations of some of the fundamental Machine Learning models and algorithms from scratch with interactive Jupyter demos and math being explained.

Covid 19 Radiology ⭐ 12

Covid-19 Radiology

Oreilly Bert Hands On Nlp ⭐ 11

This repository contains code for the O'Reilly Live Online Training for Hands on Transfer Learning with BERT

Crossdomainfaultdiagnosis ⭐ 11

Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport

Cats And Dogs Transfer Learning ⭐ 11

This is a Deep Learning project to classify Cats and Dogs.

Maskdectector ⭐ 11

This repository contains an implementación to detect people with mask to prevent from COVID-19

Plant Disease ⭐ 11

Code for the paper On Using Transfer Learning For Plant Disease Detection

Transferlearning_finetuning ⭐ 11

Transfer Learning for Deep Learning

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Large Scale Pretraining Transfer ⭐ 11

Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)

Sample Machine Learning Projects ⭐ 10

Some example projects that was made using Tensorflow (mostly). This repository contains the projects that I've experimented-tried when I was new in Deep Learning.

Kaggle Covid19 Classification ⭐ 10

COVID-19 is an infectious disease. The current outbreak was officially recognized as a pandemic by the World Health Organization (WHO) on 11 March 2020. X-ray machines are widely available and provide images for diagnosis quickly so chest X-ray images can be very useful in early diagnosis of COVID-19. In this classification project, there are three classes: COVID19, PNEUMONIA, and NORMAL

Automatic Detection Of Lumpy Skin Disease Using Deep Learning Techniques ⭐ 10

Independent Research Project on Automatic Detection Of Lumpy Skin Disease Using Deep Learning Techniques.

Automated Cctv Surveillance ⭐ 10

Using FaceRecognition to solve track indiviuals in CCTV footage.

Facial_dl ⭐ 10

The project is to recognize spoofing attack of faces using a normal flat camera without any extra sensors (such as depth, IR).

Flood Detection From Images Using Deep Learning ⭐ 10

Flood detection from images using deep learning. Deep learning library KERAS was employed and MobileNet architecture was fine-tuned for image classification task.

Deeplearning ⭐ 10

MNIST, SVHN, Transfered Learning, DNN, CNN

Writing With Bert ⭐ 10

Using BERT for doing the task of Conditional Natural Language Generation by fine-tuning pre-trained BERT on custom dataset.

Car_damage_instance_segmentation_model ⭐ 9

Computer Vision

Image Finder ⭐ 9

Search relevant images by text query, using CLIP/ruCLIP embedder and HNSW index

Hugging Face Tutorials ⭐ 9

Getting started with Hugging Face

T5 Text To Text Transfer Transformer ⭐ 9

Demo of the T5 model for various pre-trained task.

Neural_emotion_intensity_prediction ⭐ 9

The code for our proposed neural models which give state-of-the-art performance for emotion intensity detection in tweets.

Satellite_image_segmentation ⭐ 9

Predicting land cover types using remote sensing data with computer vision. Used Convolutional Neural Networks to segment satellite imagery into different land type classes.

Aptos2019blindnessdetection ⭐ 9

(Bronze medal - 163rd place - Top 6%) Repository for the "APTOS 2019 Blindness Detection" Kaggle competition.

Covid19_detection_transfer_learning_vgg16 ⭐ 9

Detecting COVID-19 induced Pneumonia from Chest X-rays with Transfer Learning

Transfer_learning In Stackexchange ⭐ 9

A informatory project on text processing

Monkeypox Skin Lesion Classification Using Transfer Learning Approach ⭐ 8

Official Code Files For My Research Paper Presented at 4th IEEE Bombay Section Signature Conference (IBSSC-2022). Paper Published in IEEEXplore.

Unit Mnist Svhn ⭐ 8

Implementation of Unsupervised Image-to-Image Translation Networks paper

Udacity Deep Learning Nanodegree ⭐ 8

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

Skin Cancer Detector ⭐ 8

A Web Application that uses Computer Vision and Deep Learning to identify the three highest probability diagnoses for a skin lesion image input by the User.

Landmark Recognition ⭐ 8

Google Landmark Recognition Challenge

Springboard Dog_breed_classifier ⭐ 8

Capstone Project 2 for Data Science Career Track: Image Classification of Dog Breeds

Rockpaperscissorsfastai ⭐ 8

An Image Classifier web app built with Fastai and Pytorch using Transfer Learning. These notebooks contain the code from the medium blog articles from the series: A Fast Introduction to Fastai-My Experience.

Tweetgenerator ⭐ 8

Neural network for writing tweets like @realDonaldTrump based on transfer learning

Melanomadetection ⭐ 8

Skin cancer detection using Dermatological images and Deep learning

Instance Segmentation Mask Rcnn ⭐ 8

Instance segmentation with Mask R-CNN

A web app that help users pick their next insta-vacation destinations.

Gym Retro Template ⭐ 7

One-click setup for OpenAI Gym Retro on FloydHub

Deep Learning Nd ⭐ 7

Projects and exercises for the Deep Learning Nanodegree

Hand Gesture Recognition Rock Paper Scissor ⭐ 7

Hand Gesture Recognition and Modification was based on transfer learning Inception v3 model using Keras with Tensorflow backend trained on 4 classes - rock, paper, scissors, and nothing hand signs. The final trained model resulted in an accuracy of 97.05%. The model was deployed using Streamlit on Heroku Paas.

Emotion Recognition ⭐ 7

Dog's breed Classifier and Similar Dogs search engine. A Flask app to classify Dog's type and Find similar dogs.

Aptos_blindness_detection ⭐ 7

A repository to keep the resources of APTOS blindness detection competition of Kaggle.

Reasonable Embeddings ⭐ 7

A novel approach to learning concept embeddings and approximate reasoning in ALC knowledge bases with deep neural networks

VGG transfer learning and Class Activation Mapping

A CLI tool to help train Atari games for performing experiments related to transfer learning in reinforcement learning built as part of our final year project.

Phage Host Prediction ⭐ 7

Published in PLOS ONE. We show that using embeddings of receptor-binding proteins presents improvements over handcrafted genomic and protein sequence features for phage-host interaction prediction — with the highest performance obtained using the transformer-based protein language model ProtT5

Odsc22 West A Hands On Introduction To Transfer Learning ⭐ 6

Code for hands on TL workshop @ODSC22

Image Recognition With Deep Learning ⭐ 6

Image Classifier using Transfer Learning

Issueslanguagemodel ⭐ 6

A Language model trained on a large corpus of GitHub Issues

Amld Workshop Pneumonia ⭐ 6

Workshop about detecting pneumonia in X-Ray images

Samaskrcnnkitti ⭐ 6

Transfer Learning on a COCO pre-trained Mask-RCNN to detect cars and pedestrians of the KITTI Dataset

Open Set Resnet ⭐ 6

Open set classification of car models. This 3-step classifier solves the problem where dogs are classified as cars, by first filtering these images out using ResNet CNNs transfer-trained on different datasets.

Car_damage_detection ⭐ 6

Car Damage Detection

Voice Cloner ⭐ 6

This is a phonemic multilingual (Russian-English) Implementation of Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis.

Large Scale Multi Spatiotemporal Landslide Mapping ⭐ 6

By using the pre-trained models, this method enables quick and simple mapping of landslides at various spatiotemporal scales. The method also offers the adaptability of re-training a pretrained model to identify landslides caused by both rainfall and earthquakes on different target locations.

Transfer Learning ⭐ 6

This repository would contain the explanations and implementation to transfer learning

T Cell Classification ⭐ 6

Jupyter notebooks demonstrating a microscopy machine learning image analysis workflow

Speech-Recognition STT Project

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

Bert_imdb ⭐ 5

A repo for NLP model Bert.

Aa Nps Analysis ⭐ 5

NPS sentiment analysis

Fellowship.ai Stl 10 ⭐ 5

A semi-supervised Deep Learning Model for image recognition. The STL-10 dataset contains 5,000 labelled and 100,000 unlabeled images.

Face_recognition_with_siamese_network ⭐ 5

A face recognition model is trained by using Transfer Learning and applying Siamese Network and Triplet Loss principles.

Ai For Web Accessibility ⭐ 5

This is the GitHub repository for my Masters dissertation titled: Artificial Intelligence for Web Accessibility which I completed as a part of my MSc in Data Science course in the University of Southampton, UK under the supervision of Prof. Mike Wald

Hierarchical Language Modeling ⭐ 5

We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.

Dtcnn_elm_lnd ⭐ 5

Deep Transfer Convolutional Neural Network and Extreme Learning Machine for Lung Nodule Diagnosis on CT images

Transfer Learning For Flower Classification By Resnet ⭐ 5

A jupyter notebook is provided for in-depth explanation.

Federated Knowledge Alignment ⭐ 5

Smart Modelrailway Cam ⭐ 5

Monitoring of track sections with object-detection on the Raspberry Pi 4B

Car Classification ⭐ 5

Visual car recognition using ResNet-based transfer learning

Tweet Sentiment Extraction ⭐ 5

(Silver medal - 60th place - Top 3%) Repository for the "Tweet Sentiment Extraction" Kaggle competition.

Transfer Learning And Fine Tuning With Pre Trained Networks ⭐ 5

HierMUD: a Hierarchical Multi-task Unsupervised Domain adaptation framework

Vgg19 Style ⭐ 5

neural style transfer using transfer learning in Tensorflow

Source Model Selection ⭐ 5

A method of selecting the source model for transfer learning without using the source data

Pytorch Image Models With Simclr ⭐ 5

Multi-label classification based on timm, and add SimCLR to timm.

Related Searches

Python Jupyter Notebook (16,848)

Jupyter Notebook Machine Learning (10,636)

Jupyter Notebook Dataset (6,938)

Jupyter Notebook Deep Learning (6,566)

Jupyter Notebook Tensorflow (4,771)

Jupyter Notebook Data Science (4,256)

Jupyter Notebook Neural Network (3,988)

Jupyter Notebook Classification (3,939)

Jupyter Notebook Neural (3,926)

Jupyter Notebook Pytorch (3,877)

101-200 of 212 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.