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32 search results found

Pytorch Handbook ⭐ 18,594

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友

Pytorch Unet ⭐ 7,861

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Competition Baseline ⭐ 3,773

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

Tensorflow Tutorial ⭐ 1,983

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Web Traffic Forecasting ⭐ 552

Kaggle | Web Traffic Forecasting 📈

Multi Class Text Classification Cnn ⭐ 388

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Pytorch Saltnet ⭐ 259

Kaggle | 9th place single model solution for TGS Salt Identification Challenge

Kaggle_diabetic ⭐ 210

Team o_O solution for the Kaggle Diabetic Retinopathy Detection Challenge

Human Action Recognition With Keras ⭐ 145

Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)

Kaggle Competition Favorita ⭐ 138

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

Whale Detector ⭐ 91

A whale detector design for the Kaggle whale-detector challenge!

Kaggle_distracted_driver ⭐ 91

Handwritingrecognition Cnn ⭐ 89

This CNN-based model for recognition of hand written digits attains a validation accuracy of 99.2% after training for 12 epochs. Its trained on the MNIST dataset on Kaggle.

U Net Demo ⭐ 88

U-Net图像分割练习题两则

Sharpness-aware Low Dose CT Denoising Using Conditional Generative Adversarial Network

Facial Expression Recognition ⭐ 84

Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representat

Kaggle Cvpr 2018 Wad Video Segmentation Challenge Solution ⭐ 84

Kaggle Competition, Instance Segmentation

Keras Shufflenetv2 ⭐ 75

Keras implementation of ShuffleNet V2

Deeplearning4j ⭐ 68

All DeepLearning4j projects go here.

Machine Learning Learning Path ⭐ 65

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Kaggle Planet Understanding The Amazon From Space ⭐ 63

3rd place solution

Freesound Audio Tagging 2019 ⭐ 62

Freesound Audio Tagging 2019

Google Retrieval Challenge 2019 Fastai Starter ⭐ 58

fast.ai starter kit for Google Landmark Retrieval 2019 challenge

Baidu_dogs ⭐ 56

百度西交第三届大数据比赛Baseline(全国第4名)

Lung Diseases Classifier ⭐ 52

Diseases Detection from NIH Chest X-ray data

Kaggle_diabetic_ram ⭐ 48

Extended Retinopathy Detection Challenge with the Regression Activation Map for visual explaination

Kaggle Ndsb ⭐ 46

Code for National Data Science Bowl. 10th place.

Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras ⭐ 36

What makes convnets so powerful at image classification?

Facial Expression Recognition

Kaggle Human Protein Atlas Image Classification ⭐ 28

Kaggle 2018 @ Human Protein Atlas Image Classification

Distracted Driver Detection ⭐ 28

Predicting the likelihood of what the driver is doing in each of the pictures in the dataset.

Digit_recognizer ⭐ 27

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).

Histopathologic_cancer_detector ⭐ 25

CNN histopathologic tumor identifier.

Kaggle Web Traffic Time Series Forecasting ⭐ 24

Solution to Kaggle - Web Traffic Time Series Forecasting

Kaggle_leaf_disease_classification ⭐ 22

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

Covid19 Detection Using Chest X Ray ⭐ 21

Covid-19 detection in chest x-ray images using Convolution Neural Network.

Deeplearning ⭐ 17

deeplearning tour

Facial Expression Recognition Challenge ⭐ 17

Tackling the kaggle problem of Facial Expression Recognition Challenge

Dogsvscats ⭐ 17

Kaggle Cats vs. Dogs Redux Edition

Cat Dog Cnn Classifier ⭐ 16

This classifier use Convolution Neural Network approch for kaggle problem to classify Cat vs Dog images.

Resnet50 Tensorflow ⭐ 16

This is an experimental code to train a ResNet-50 made entirely in Tensorflow on Dogs-vs-Cats-Redux

Kaggle Twitter Sentiment Analysis ⭐ 15

Kaggle Twitter Sentiment Analysis Competition

Cnn On Degraded Images ⭐ 15

🔷 Effects of Degradations on Deep Neural Network Architectures.

Featurepointdetection ⭐ 14

Face Feature Point Detection

AI@UCF's custom-made course, organized by semesters

Codes for Kaggle Competitions

Toxic_comments ⭐ 12

Toxic Comment Classification Challenge | Kaggle

Airbus_ship_detection ⭐ 11

The Airbus ship detection Kaggle challenge personal attempt

Stanford Cs231n Learning Camp ⭐ 11

斯坦福cs231n-深度学习CV经典课程

Mnist Digit Recognizer Cnn Keras 99.66 ⭐ 11

Used the Dataset "MNIST Digit Recognizer" on Kaggle. Trained Convolutional Neural Networks on 42000 Training Images and predicted labels on 28000 Test Images with an Validation Accuracy of 99.52% and 99.66% on Kaggle Leaderboard.

Tensorflowcatvsdog ⭐ 10

A TensorFlow use CNN to identify dog or cat in images, trained from a Kaggle competition data

Kaggle Moa 2nd Place Solution ⭐ 10

G2net Detecting Continuous Gravitational Waves ⭐ 9

🥈12th place solution on G2Net Detecting Continuous Gravitational Waves🥈

In Depth Ml ⭐ 9

In depth machine learning resources

Diabetic Retnopathy Classification Convolutionalneuralnetwork ⭐ 9

A Deep Convolutional Neural Network for Diabetic Retinopathy classification

Pytorch Countception Sealion ⭐ 8

Pytorch implementation of Count-ception and custom CNN counting models for Kaggle Sea Lion Count challenge

Facial_expression_recognition_fer2013 ⭐ 8

Images and Videos, Real-time Facial Expession Recognition Application with Combine CNN , deep learning features extraction incorporate SIFT, FAST feature .

Machine Learning Tutorial ⭐ 8

Speaker Identification ⭐ 7

Speaker Identification using Neural Net.

Nucleus_detection ⭐ 7

kaggle-DATA-SCIENCE-BOWL-2018（U-net）

Ai Starthon 2019 ⭐ 7

Codes used on AI Starthon 2019. 1st place in total.

100day Ml Marathon ⭐ 7

Personal upload space for the 100Day-ML-Marathon, which is a marathon of training your machine learning skill on Kaggle in 100 consecutive days.

Whales Classification ⭐ 7

My solution to the Global Data Science Challenge

Ml Cellsignal ⭐ 7

CellSignal (rxrx.ai) - NEURIPS 2019 COMPETITION

Cnn For Digit Recognition ⭐ 7

This is the code I created to find solutions to the Kaggle MNIST digit recognition competition using a Convolutional Neural Network.

Portfolio ⭐ 7

Generative Ai ⭐ 7

The notebooks for generative AI by using PyTorch, Huggingface/diffusers, transforms. And the implementing of the algorithms in paper

Pytorch_image_classification ⭐ 6

Train a CNN on mnist using PyTorch for kaggle submission test

Kaggle Flower Recognition Cnn ⭐ 6

This project uses a Convolutional Neural Network (CNN) to predict flowers of 5 types using the flower recognition dataset on Kaggle.

Speech_recognition ⭐ 6

Convolutional Neural Network for Speech Recognition, implemented in Ms. Pacman game

A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters

Bms_molecular_translation ⭐ 6

Image-to-text translation of chemical molecule structures with deep learning (top-5% Kaggle solution)

Malware Detection ⭐ 5

Malware detection using CNN

Kaggle_nfl ⭐ 5

A solution for Kaggle NFL Big Data Bowl competition using PipelineX

Pneumonia_detection ⭐ 5

This repository contains code for pneumonia detection using X-ray images of the lungs.

Cancer Detection ⭐ 5

Team Capybara final project "Histopathologic Cancer Detection" for the Statistical Machine Learning course @ University of Trieste

Kaggle_google_smartphone_decimeter_challenge ⭐ 5

10th place solution for Google Smartphone Decimeter Challenge at kaggle.

Note On Ml ⭐ 5

笔记，讨论，

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