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Search results for python deep neural networks

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898 search results found

Easy Neural Ode ⭐ 186

Code for the paper "Learning Differential Equations that are Easy to Solve"

Deepsegmentor ⭐ 183

A Pytorch implementation of DeepCrack and RoadNet projects.

Perceptualimageerror ⭐ 182

A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).

Train and visualize Hierarchical Attention Networks

DeepLearning Framework Performance Profiling Toolkit

Pytorch Lapsrn ⭐ 178

Pytorch implementation for LapSRN (CVPR2017)

Football Predictor ⭐ 177

Using a Deep Neural Network (DNN) to predict the results of Premier League Football Matches

Tencent Contest ⭐ 177

Deep Survey Text Classification ⭐ 177

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Video Classification Cnn And Lstm ⭐ 176

To classify video into various classes using keras library with tensorflow as back-end.

Deep Learning With Tensorflow ⭐ 173

Deep Learning with TensorFlow by Packt

Multihead Siamese Nets ⭐ 173

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Robust Lane Detection ⭐ 172

Page to PAGE Layout Analysis Tool

Voice_activity_detection ⭐ 171

Voice Activity Detection based on Deep Learning & TensorFlow

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"

Distributed Keras Engine, Make Keras faster with only one line of code.

Onnx Caffe2 ⭐ 164

Caffe2 implementation of Open Neural Network Exchange (ONNX)

Torch Scan ⭐ 164

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

Improved Dynamic Memory Networks Dmn Plus ⭐ 162

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

Deep Mri Reconstruction ⭐ 159

Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo

Iresnet ⭐ 157

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Intel® Optimization for Chainer*, a Chainer module providing numpy like API and DNN acceleration using MKL-DNN.

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Textoir ⭐ 155

TEXTOIR is a flexible toolkit for open intent detection and discovery. (ACL 2021)

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Pytorch Unet ⭐ 154

Tunable U-Net implementation in PyTorch

Lenet 5 ⭐ 154

PyTorch implementation of LeNet-5 with live visualization

Video2description ⭐ 153

Video to Text: Natural language description generator for some given video. [Video Captioning]

Terngrad ⭐ 152

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

Mariana ⭐ 151

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

Densenet Sdr ⭐ 151

repo that holds code for improving on dropout using Stochastic Delta Rule

This is an official pytorch implementation of Fast Fourier Convolution.

Smoothing Adversarial ⭐ 148

Code for our NeurIPS 2019 spotlight "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

Dnn Based_source_separation ⭐ 147

A PyTorch implementation of DNN-based source separation.

Dbcnn Pytorch ⭐ 145

An experimental Pytorch implementation of Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network

Dynamics ⭐ 144

A Compositional Object-Based Approach to Learning Physical Dynamics

Chinese Speech To Text ⭐ 144

Chinese Speech To Text Using Wavenet

Models Comparison.pytorch ⭐ 141

Code for the paper Benchmark Analysis of Representative Deep Neural Network Architectures

Arc Pytorch ⭐ 140

The first public PyTorch implementation of Attentive Recurrent Comparators

Condensa ⭐ 139

Programmable Neural Network Compression

Alphax Nasbench101 ⭐ 138

Neural Architecture Search using Deep Neural Network and Monte Carlo Tree Search

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

Kaggle Competition Favorita ⭐ 138

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

Har Keras Cnn ⭐ 137

Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras

Prediction Flow ⭐ 136

Deep-Learning based CTR models implemented by PyTorch

Livianet ⭐ 133

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

Neurvps ⭐ 132

Neural Vanishing Point Scanning via Conic Convolution

MONeT framework for reducing memory consumption of DNN training

Polynomial_nets ⭐ 131

Official Implementation of the CVPR'20 paper 'Π-nets: Deep Polynomial Neural Networks' and its T-PAMI-21 extension.

Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"

Deeppose_tf ⭐ 130

DeepPose implementation on TensorFlow. Original Paper http://arxiv.org/abs/1312.4659

Swa_object_detection ⭐ 128

SWA Object Detection

Parallax ⭐ 128

A Tool for Automatic Parallelization of Deep Learning Training in Distributed Multi-GPU Environments.

Milano is a tool for automating hyper-parameters search for your models on a backend of your choice.

Resnet1d ⭐ 127

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

Sunstreaker ⭐ 126

以jax为后端的类似keras的框架

Hdr Expandnet ⭐ 125

Training and inference code for ExpandNet

Keras Kaldi ⭐ 124

Keras Interface for Kaldi ASR

Netdef_models ⭐ 123

Repository for different network models related to flow/disparity (ECCV 18)

Code for reproducing ICT (published in Neural Networks 2022, and in IJCAI 2019)

Soundnet Tensorflow ⭐ 120

TensorFlow implementation of "SoundNet".

Hierarchical Dnn Interpretations ⭐ 119

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

Microexpnet ⭐ 118

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images

Masking GAN - Image attribute mask generation

Adversarialdnn Playground ⭐ 117

VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo

Slick Dnn ⭐ 116

Tiny and elegant deep learning library

Cyclegan Keras ⭐ 115

Keras implementation of CycleGAN using a tensorflow backend.

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

Machine Learning Demystified ⭐ 114

A weekly workshop series at ITP to teach machine learning with a focus on deep learning

Lpips Pytorch ⭐ 114

A simple and useful implementation of LPIPS.

Nice Gan Pytorch ⭐ 113

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

Tfg Voice Conversion ⭐ 109

Deep Learning-based Voice Conversion system

Fcnvmb Deep Learning Based Seismic Velocity Model Building ⭐ 109

Deep-learning inversion: A next-generation seismic velocity model building method

Cfsrcnn ⭐ 109

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

Imagesimilarityusingcntk ⭐ 109

Deep Neural Network based Image Similarity ranking on Azure using CNTK

Xdeepfm ⭐ 108

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems

Deepcpg ⭐ 108

Deep neural networks for predicting CpG methylation

Mixed Segdec Net Comind2021 ⭐ 107

Official PyTorch implementation for "Mixed supervision for surface-defect detection: from weakly to fully supervised learning"

Graph2vec_tf ⭐ 107

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

Tf2deepfloorplan ⭐ 107

TF2 Deep FloorPlan Recognition using a Multi-task Network with Room-boundary-Guided Attention. Enable tensorboard, quantization, flask, tflite, docker, github actions and google colab.

Hyperdensenet ⭐ 106

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

The repository for 'Uncertainty-aware blind image quality assessment in the laboratory and wild' and 'Learning to blindly assess image quality in the laboratory and wild'

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

Gameformer ⭐ 104

[ICCV 2023 Oral] Game-theoretic modeling and learning of Transformer-based interactive prediction and planning

Sign Language Interpreter Using Deep Learning ⭐ 104

A sign language interpreter using live video feed from the camera.

Cross Speaker Emotion Transfer ⭐ 104

PyTorch Implementation of ByteDance's Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech

Open Lpr ⭐ 104

Open Source and Free License Plate Recognition Software

Bayesde ⭐ 101

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

Mad Twinnet ⭐ 101

The code for the MaD TwinNet. Demo page:

Lightnet ⭐ 100

Lightweight turnkey solution for AI

Graffitist ⭐ 99

Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow.

Gradient Centralization Tensorflow ⭐ 99

Instantly improve your training performance of TensorFlow models with just 2 lines of code!

A fast LSTM Language Model for large vocabulary language like Japanese and Chinese

Attention-guided CNN for image denoising(Neural Networks,2020)

Deep_architect ⭐ 98

A general, modular, and programmable architecture search framework

Defocus Deblurring Dual Pixel ⭐ 97

Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.

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