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212 search results found

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

Super Gradients ⭐ 4,125

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Densedepth ⭐ 1,365

High Quality Monocular Depth Estimation via Transfer Learning

Tensorflow 101 ⭐ 987

TensorFlow 101: Introduction to Deep Learning

Getting Things Done With Pytorch ⭐ 873

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Torchxrayvision ⭐ 760

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

Modelsgenesis ⭐ 674

[MICCAI 2019] [MEDIA 2020] Models Genesis

Promptclue ⭐ 592

PromptCLUE, 全中文任务支持零样本学习模型

Video Classification ⭐ 498

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Powerful Benchmarker ⭐ 426

A library for ML benchmarking. It's powerful.

Transfer Learning Library

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Awesome Swiss German ⭐ 261

Multi-language Analyze text in 26 Cantonal Swiss German, Italian, German, Chinese (simplified), French, Italian. pply natural language understanding (NLU) to their applications with features including sentiment analysis, entity analysis, entity sentiment analysis, content classification, and syntax analysis.

Pytorch Nlp Notebooks ⭐ 199

Learn how to use PyTorch to solve some common NLP problems with deep learning.

Deeppicar ⭐ 176

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

Pytorch Retraining ⭐ 169

Transfer Learning Shootout for PyTorch's model zoo (torchvision)

Image_keras ⭐ 164

Building an image classifier using keras

Cvpr18 Inaturalist Transfer ⭐ 139

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018

Nlp De Cero A Cien ⭐ 135

Curso práctico: NLP de cero a cien 🤗

Bert Sklearn ⭐ 119

a sklearn wrapper for Google's BERT model

Keras_transfer_cifar10 ⭐ 116

Object classification with CIFAR-10 using transfer learning

Dogbreed_gluon ⭐ 115

kaggle Dog Breed Identification

Scaling Laws Openclip ⭐ 112

Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)

Transvae ⭐ 108

[NeurIPS'23] Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective

Image_classifier ⭐ 107

CNN image classifier implemented in Keras Notebook 🖼️.

Chinese Ai Writing Share ⭐ 102

中文AI写作（写诗或写对联）

Tamnun Ml ⭐ 100

An easy to use open-source library for advanced Deep Learning and Natural Language Processing

Sign2text ⭐ 92

Real-time AI-powered translation of American sign language to text

Superinterstellarterminal ⭐ 90

【X世纪星际终端】A Wechat Social and AR Game: 基于微信聊天，结合增强现实技术AR+LBS（基于图像位置）的轻社交星际漂流瓶游戏。向外太空发送漂流信 the message to the outer space, find the aliens in the earth. Let`s see what they look like from LSGAN`s prediction. Also, Have a look at the aliens' pets and the vegetation from the outer space

Breast Cancer Classification ⭐ 88

Breast Cancer Classification using CNN and transfer learning

Weakly Supervised 3d Object Detection ⭐ 85

Weakly Supervised 3D Object Detection from Point Clouds (VS3D), ACM MM 2020

Transformers Domain Adaptation ⭐ 79

Adapt Transformer-based language models to new text domains

Dialog Nlu ⭐ 78

Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU

Tweet Stance Prediction ⭐ 77

Applying NLP transfer learning techniques to predict Tweet stance

Reinventcommunity ⭐ 75

Hands On Transfer Learning With Python ⭐ 73

Hands On Transfer Learning with Python, published by Packt

Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.

Semi Supervised Transfer Learning ⭐ 65

[CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning

SciFive: a text-text transformer model for biomedical literature

100 Python Projects ⭐ 61

100 Python Projects

Artificial Self Amld 2020 ⭐ 61

Workshop material for the AMLD 2020 workshop on "Meet your Artificial Self: Generate text that sounds like you"

Pytorch In Real Life ⭐ 60

Contains real-life example that can be solved by pytorch

Land Cover Classification Using Sentinel 2 Dataset ⭐ 58

Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches can be trained and classified using transfer learning techniques.

AReLU: Attention-based-Rectified-Linear-Unit

Neural Painters X ⭐ 55

Transforlearning_tensorflow ⭐ 54

使用预训练好的InceptionV3模型对自己的数据进行分类，用这个代码的同学希望可以给一个star

Intrusion Detection System Using Cnn And Transfer Learning ⭐ 54

Code for intrusion detection system (IDS) development using CNN models and transfer learning

Seismic Transfer Learning ⭐ 54

Deep-learning seismic facies on state-of-the-art CNN architectures

Average Word2vec ⭐ 52

🔤 Calculate average word embeddings (word2vec) from documents for transfer learning

Self Supervised Vit Path ⭐ 50

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

Adapting Ocr ⭐ 49

Pytorch implementation of our paper: Adapting OCR with Limited Labels

Self Driving Car ⭐ 46

Implementation of the paper "End to End Learning for Self-Driving Cars"

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Efficientnet_keras_transfer_learning ⭐ 41

Transfer Learning with EfficientNet in Keras

Adv_nlp_workshop_odsc_europe22 ⭐ 41

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems

Iterative transfer learning with neural network improves clustering and cell type classification in single-cell RNA-seq analysis

Fiap Ml Visao Computacional ⭐ 39

Repositório dos exemplos e desafios utilizados na disciplina de Visão Computacional do curso de MBA Machine Learning da FIAP

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.

Keras Pytorch Avp Transfer Learning ⭐ 38

We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!

Funmatch Distillation ⭐ 38

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

Computervision_tutorials ⭐ 37

Nlp_workshop_odsc_europe20 ⭐ 36

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

Udacity Cvnd Projects ⭐ 34

My solutions to the projects assigned for the Udacity Computer Vision Nanodegree

Keras Text Transfer Learning ⭐ 34

Keras + Universal Sentence Encoder = Transfer Learning for text data

Proglearn ⭐ 33

NeuroData's package for exploring and using progressive learning algorithms

Powerai Transfer Learning ⭐ 31

Image recognition training with TensorFlow Inception and transfer learning

Deep Learning ⭐ 31

Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the MNIST dataset, namely, a CNN using Keras and a fully-connected network using TensorFlow.

Neuralblack ⭐ 30

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

Pytorch Image Models Multi Label Classification ⭐ 29

Multi-label classification based on timm.

Code repository for the work "Multi-Domain Incremental Learning for Semantic Segmentation", accepted at WACV 2022

Flight Delays ⭐ 27

Transfer learning for flight-delay prediction via variational autoencoders in Keras

This repository uses pretrain BERT embeddings for transfer learning in QA domain

Histopathologic_cancer_detector ⭐ 25

CNN histopathologic tumor identifier.

Weather4cast ⭐ 25

Code accompanying our IARAI Weather4cast Challenge

Lesion Segmentation Melanoma Tl ⭐ 24

Automatic Skin Lesion Segmentation and Melanoma Detection: Transfer Learning approach with U-Net and DCNN-SVM

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

Deep_learning_for_manufacturing ⭐ 24

Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems

Udacity Mlnd Deeplearning Capstone ⭐ 24

Transfer Learning with VGG16 neural network architecture implemented by Keras on multi-class fish classification problem with data from Nature Conservancy Fishery Monitoring Competition on Kaggle.

Cifar10 Vgg19 Tensorflow ⭐ 23

Nih Chest Xrays ⭐ 22

A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)

Brain Tumor Classification Using Deep Learning Algorithms ⭐ 21

To Detect and Classify Brain Tumors using CNN and ANN as an asset of Deep Learning and to examine the position of the tumor.

Transfer Learning Opu ⭐ 21

Optical Transfer Learning

Transfer Learning ⭐ 21

Repurposing InceptionV3, VGG16, and ResNet50 using bottlenecking

Live Manning Nlpconf20 ⭐ 21

Papers, code and slides for my session at the live@manning NLP conference, 2020 covering my talk on Deep Transfer Learning for Natural Language Processing

Teacher Student Training ⭐ 21

This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.

Oreilly Bert Nlp ⭐ 20

This repository contains code for the O'Reilly Live Online Training for BERT

Prometheus ⭐ 20

Prometheus is a machine learning powered solution for early detection of fires in national parks

Uc Merced Pretrained Cnn ⭐ 20

Image classification by transfer learning in Keras.

Deep Learning ⭐ 19

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

Deeplearning Course ⭐ 18

My exercises in the deep learning course

Au_recognition ⭐ 18

AU_Recognition based on CKPlus/CK database

Face_gender ⭐ 18

A simple demo of gender classifier by using dlib face recognition model as a feature extractor

A Nvidia partnership project of a autonomous car MVP using Jetbot and other Nvidia tools for HPC and Transfer Learning

Skin_lesions_classification_dcnns ⭐ 18

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

Hand Tracking Pytorch ⭐ 18

Hand tracking application developed in Pytorch

Ml_problems ⭐ 17

My ML scripts and personal notes. Code for "Detection of Rare genetic Diseases using facial 2D images with Transfer Learning"

Unconventional Wisdom ⭐ 17

[ICBSLP 2018] 6th place solution to Kaggle Bengali Handwritten Higit Recognition

Inferno Realtime Fire Detection Using Cnns ⭐ 17

FPGA Deployable Fire Detection Model for Real-Time Video Surveillance Systems Using Convolutional Neural Networks

Skin Cancer Image Classification ⭐ 16

Skin cancer classification using Inceptionv3

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