1010 Open source projects that are alternatives of or similar to Deep Learning For Beginners

Who Let The Dogs Out? Modeling Dog Behavior From Visual Data https://arxiv.org/pdf/1803.10827.pdf

Robust freeform surface modeling from user 2d sketches.

A MNIST-like fashion product database. Benchmark 👇

Toward Multimodal Image-to-Image Translation

دوره 12 ساعته یادگیری عمیق با چارچوب Keras

Semantic segmentation on iPhone using ESPNetv2

Speech Recognition model based off of FAIR research paper built using Pytorch.

Diabetic retinopathy screening w/ Tensorflow.

ConvNets for Audio Recognition using Google Commands Dataset

Breast Cancer Classification using CNN and transfer learning

Neural machine translator for English2German translation.

Give a portrait face, move the gaze up

DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

CNN 1D vs 2D audio classification

Sign Language Recognition for Deaf People

A Tensorflow implementation of the Text Conditioned Auxiliary Classifier Generative Adversarial Network for Generating Images from text descriptions (https://arxiv.org/abs/1703.06412)

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

A Python package for gender classification.

PSPNet in Chainer

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models

Discovering Interpretable GAN Controls [NeurIPS 2020]

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

Implementation of Simple Recurrent Unit in Keras

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

A tensorflow implementation for EEGLearn

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Keras implementation of a CNN network for age and gender estimation

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Application of machine learning to the Coinbase (GDAX) orderbook

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Sentiment Analysis on the First Republic Party debate in 2016 based on Python,NLTK and ML.

Cifar-10 CNN implementation using TensorFlow library with 20% error.

Recognizes the facial emotion and overlays emoji, equivalent to the emotion, on the persons face.

Quasi-recurrent Neural Networks for Keras

PyTorch implementation of Adversarially Learned Inference (BiGAN).

Pytorch Implementation of "Deep Iterative Down-Up CNN for Image Denoising".

PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Vehicle make and model classification in Tensorflow by fine-tuning VGG16

Voice Conversion using Cycle GAN's For Non-Parallel Data

[Deprecated] Source Code Generation using Sequence Generative Adversarial Networks

FeatherCNN is a high performance inference engine for convolutional neural networks.

Generating proportional fonts with deep learning

Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy.An Implementation of "Distilling the Knowledge in a Neural Network - Geoffery Hinton et. al"

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy

Mobilenet V2(Inverted Residual) Implementation & Trained Weights Using Tensorflow

Unity Post Processing with Convolution Neural Network

The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"

Composable GAN framework with api and user interface

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

Keras Temporal Convolutional Network.

[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning