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72 search results found

Screenshot To Code ⭐ 14,132

A neural network that transforms a design mock-up into a static website.

Dl Workshop Series ⭐ 935

Material used for Deep Learning related workshops for Machine Learning Tokyo (MLT)

Self Driving Toy Car ⭐ 487

A self driving toy car using end-to-end learning

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Image To 3d Bbox ⭐ 177

Build a CNN network to predict 3D bounding box of car from 2D image.

Named Entity Recognition Bidirectionallstm Cnn Conll ⭐ 139

Keras implementation of "Few-shot Learning for Named Entity Recognition in Medical Text"

Keras_transfer_cifar10 ⭐ 116

Object classification with CIFAR-10 using transfer learning

Image_classifier ⭐ 107

CNN image classifier implemented in Keras Notebook 🖼️.

Polyphonicpianotranscription ⭐ 106

Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)

Skincancer ⭐ 85

Skin cancer detection project

Predictive Maintenance Of Aircraft Engine ⭐ 54

In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.

Duck Net ⭐ 41

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

Python package that provides a full range of functionality to process and analyze vibrational spectra (Raman, SERS, FTIR, etc.).

Urban Sound Classification ⭐ 36

Sound Classification using Neural Networks

Classify EMNIST Digits using Convolutional Neural Networks

Malaria Detection ⭐ 29

Detecting Malaria using Deep Learning 🦟🦠

Digit_recognizer ⭐ 27

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

Tensorflow Notebooks ⭐ 25

A collection of notebooks with TensorFlow and the Keras API for various deep-learning and machine learning problems

Potato Disease Classification ⭐ 25

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

Machine Learning Nd Portfolio ⭐ 25

Machine Learning Engineer Nanodegree portfolio, which includes projects and their notebooks/reports.

Histopathologic_cancer_detector ⭐ 25

CNN histopathologic tumor identifier.

Kaggle Web Traffic Time Series Forecasting ⭐ 24

Solution to Kaggle - Web Traffic Time Series Forecasting

Stratified K Fold Cross Validation Image Classification Keras ⭐ 23

This python program demonstrates image classification with stratified k-fold cross validation technique.

Poke Pi Dex ⭐ 21

Our deep learning for computer vision related project for nostalgic poke weebs (Sistemi digitali, Unibo).

Ecg Atrial Fibrillation Classification Using Cnn ⭐ 17

This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.

Tennis_action_recognition ⭐ 16

Using deep learning to perform action recognition in the sport of tennis.

Keras Deep Learning ⭐ 16

Various implementations and projects on CNN, RNN, LSTM, GAN, etc

Facial Expression Recognition ⭐ 14

Facial Expression Recognition with Keras

Ml Image Denoising ⭐ 12

Image denoising using PCA, NMF, K-SVD, Spectral decomposition, CNN and state of the art generative adversarial denoising autoencoder

Eye_blink_detector ⭐ 12

Eye blink(Closeness-Openess) detection using CNN (Keras)

Arabic Handwritten Images Recognition ⭐ 12

A deep learning model to classify the Arabic letters and digits easily.

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

Training 3DCNN neural net models optimized for autonomous driving on Raspberry Pi using the Donkeycar library for 1/16 scale vehicle

Kaggle Digit Recognizer ⭐ 11

🚀【Kaggle】Digit Recognizer代码和数据集 (Score 99.5%/99.91%/100%) ⛳

3d_convolution_neural_net_mnet ⭐ 11

Keras Implementation of 3d Convolutional Neural Network

Computer Vision And Image Processing ⭐ 11

Computer Vision and Image Processing algorithms implemented using OpenCV, NumPy and MatPlotLib, for UOM's EN2550 Fundamentals of Image Processing and Machine Vision Module ❄

Mandarin Tone Classification ⭐ 10

Deep learning using CNN for tone classification of 4 Mandarin Chinese tones

Image_tagger ⭐ 10

CNN multi-label image classifier 🖼️.

Semantic Segmentation Using Autoencoders ⭐ 10

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

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.

Trained Cnn For Genre Classification ⭐ 9

🎵 Trained CNN model for Genre classification on GTZAN dataset [CNN Model: https://github.com/Hguimaraes/gtzan.keras]

Applied Deep Learning With Keras ⭐ 9

Solve complex real-life problems with the simplicity of Keras

Network Intrusion Detection Using Machine Learning ⭐ 8

A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach

Udemy Self Driving Car ⭐ 8

🚗[src] + [personal notes] for the "Self-Driving Car" course on UDEMY

Fingerprint_recognition ⭐ 8

Fingerprint recognition using CNN (Keras)

Blood Cell Subtypes Classification ⭐ 7

Using deep learning and CNN model

Devfest_tensorflow_workshop ⭐ 7

DevFest Dublin 2019 Workshop

Repository for the free online book Oddly Satisfying Deep Learning from Scratch (link below!)

Real Time Facial Emotion Recognition and Movie or Song recommendation based on mood or emotion.

Apparel Recommendations ⭐ 6

Content Based Filtering and Apparel Recommendations.

Visualizing What Convnets Learn ⭐ 6

This Github repository explains the impact of different activation functions on CNN's performance and provides visualizations of activations, convnet filters, and heatmaps of class activation for easier understanding of how CNN works.

Deep_learning_101 ⭐ 6

Introduction to the basic notions that involve the concept of Machine Learning and Deep Learning. Linear Regression, Logistic Regression, Artificial Neural Networks, Deep Neural Networks, Convolutional Neural Networks.

Evaluating surgical skills from kinematic data using convolutional neural networks

Leaf Valley ⭐ 6

[ 🤖🌿 COMPUTER VISION ] Contain AI models and plants images processing. The programs aim to recognize from leaf pictures, the species and the disease if present.

Image Super Resolution With Srcnn ⭐ 6

Image-Super-Resolution-with-SRCNN

Textcnn Keras ⭐ 5

Text CNN for text classification

Asu_recipe_recommendation_bot ⭐ 5

A deep learning CNN model with 9 layers used for image classification of food ingredients and recipes. This recipe recommendation bot will recommend recipes based on image or text user input. Deployed in the Telegram app under ASU_Chef_Bot.

Covid19 Few Shot Learning ⭐ 5

Keras Vgg16 Transferlearning ⭐ 5

Transfer learning on VGG16 using Keras with Caltech256 and Urban Tribes dataset. Dark knowledge in transfer learning.

Nn Photo Colorization ⭐ 5

Can neural networks help bring a colourful life back to old black and white photos? Let's check it out!

Inkers Assignment Solutions ⭐ 5

This repository contains the materials and solutions to inkers External Internship Program

Emotion Detection From Facial Expressions ⭐ 5

Data Science Project

RL Agent for Atari Game Pong

A Deep Learning project for face recognition from video input

Covid_vs_non Covid ⭐ 5

A CNN model to predict if a person has or had COVID through pulmonar x-ray classification.

Getsetgo_keras Beginner ⭐ 5

Pretrained Convolutional Neural Network models(CNN) (Imagenet challange ILSVRC) are used to predict input image .Codes to extract specific layers ,fine tune and visualize those models are also provided.

Chemception ⭐ 5

CNN model based on Google Inception model to predict regression values of regression values of Tetrahymena pyriformis IGC50 from 2D images of molcules

Mnist Dataset ⭐ 5

Introductory excercise on Computer Vision

Cnn From Scratch ⭐ 5

Implementation of CNN (Convolutional neural network) from scratch

Detection Of Pistol By Deep Learning With Yolo_v5 ⭐ 5

Construction of a lumbar weapon detection system through CCTV cameras with the help of artificial intelligence neural network (YOLO_v5), which has been trained by the private dataset of Pashtaw.

Conv Ae Tensorflow Keras ⭐ 5

Convolutional Auto Encoder in Tensorflow >= 2.2.0

Pneumonia Detection On Chest Xray Images With Deep Leaning ⭐ 5

This repository includes pneumonia detection on Chest X-ray Images by using Deep Learning(Keras).

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