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343 search results found

Minerva project includes the minerva package that aids in the fitting and testing of neural network models. Includes pre and post-processing of land cover data. Designed for use with torchgeo datasets.

Comprehensive Comparison Of Deep Learning Models For Lung And Covid 19 Lesion Segmentation In Ct ⭐ 12

Image Style Transfer Using Cnns ⭐ 12

Implementation of Image Style Transfer Using CNNs using Pytorch.

Pytorch Peleenet ⭐ 12

Simple Code Implementation of "PeleeNet" architecture in "Pelee Paper" using PyTorch.

Deep Learning Framework ⭐ 12

深度学习脚手架

Pytorch Admm Pruning ⭐ 12

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.

Mnist Digit Sequence Recognition ⭐ 12

A pytorch implementation of CNN+BLSTM+CTC to recognize MNIST digit sequence

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

Nicr Scene Analysis Datasets ⭐ 11

Code to prepare and use common datasets for scene analysis tasks

Neural Network Backdoors ⭐ 11

Implementations and demo of a regular Backdoor and a Latent backdoor attack on Deep Neural Networks.

Shape Constrained Network ⭐ 11

This repository contains my implementation of a shape-constrained network which predicts up to 170 FPS

Pytorch Mgpu Cifar10 ⭐ 11

testing multi gpu for pytorch

Pytorch Tutorial ⭐ 11

Top Dropblock ⭐ 11

Official implementation of "Top Batch DropBlock for Person Re-Identification" ICPR 2020

Deep Griffinlim Iteration ⭐ 11

PyTorch implementation for Deep Griffin-Lim Iteration paper(https://arxiv.org/abs/1903.03971)

Textdiff ⭐ 11

Official code implementation of " TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image "

Taan Mtl ⭐ 11

Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning

A PyTorch implementation of DeepMind's MCTSnet

Pytorch A2c ⭐ 10

A well-documented A2C written in PyTorch

Timediffusion ⭐ 10

Unified Framework for Multiple Time Series Tasks

Hypernomad ⭐ 10

A library for the hyperparameter optimization of deep neural networks

Music Classification Cnn Pytorch ⭐ 10

Music genre classification using Convolutional Neural Networks on Spectrograms in PyTorch

Dual-way gradient sparsification approach for async DNN training, based on PyTorch.

Pytorch Ml ⭐ 10

📚🍊 Implement DNN or ML models and advanced policies with PyTorch.(Include experiment)

Controversial_stimuli_tutorial ⭐ 9

A PyTorch tutorial on synthesizing controversial stimuli for ImageNet classifiers

Chip_neurips2021 ⭐ 9

Code for CHIP: CHannel Independence-based Pruning for Compact Neural Networks (NeruIPS 2021).

Robust Deep Learning ⭐ 9

Train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-distribution detection and uncertainty estimation performances. Calibrate your model to produce enhanced uncertainty estimations. Detect out-of-distribution data using the defined score type and threshold.

Pytorchmemtracer ⭐ 9

Depict GPU memory footprint during DNN training of PyTorch

Image Classification With Pytorch ⭐ 9

Source Code of Project Image Classification with PyTorch 🔥

Person Re Identification ⭐ 9

Person re-identification, a tool used in intelligent video surveillance, is the task of correctly identifying individuals across multiple images captured under varied scenarios from multiple cameras. Solving this problem is inherently a challenging one because of the issues posed to it by low resolution images, illumination changes per image, unconstrained pose and occlusions.

【TSC 2022】 Mashup-Oriented Web API Recommendation via Multi-Model Fusion and Multi-Task Learning

Sgd Uap Torch ⭐ 9

Universal Adversarial Perturbations (UAPs) for PyTorch

Pytorch Implementation of ICIP2017 Paper: “ByNet-SR: Image Super Resolution with a Bypass Connection Network”

Full Quantization Dnn ⭐ 8

PyTorch code for full quantization of DNN using BCGD

Pytorch Cifar10 ⭐ 8

Image classification models on CIFAR10 dataset using pytorch

Energy_consumption_prediction ⭐ 8

Energy consumption prediction using LSTM/GRU networks in PyTorch

Gan Pytorch ⭐ 8

Implementation of the paper "Generative Adversarial Networks — Goodfellow et al. (2014)" in Pytorch

Punctuation Restoration Pytorch ⭐ 8

A Pytorch based LSTM Punctuation Restoration Implementation/A Simple Tutorial for Leaning Pytorch and NLP

Neural Image Captioning ⭐ 8

This is an implementation of the paper "Show and Tell: A Neural Image Caption Generator".

Nicr Multitask Scene Analysis ⭐ 8

Provides some core functionalities for multi-task scene analysis in PyTorch.

Code for the Change-Based Inference Paper (CBinfer)

Open-set Recognition with Adversarial Autoencoders

Explainable Models With Consistent Interpretations ⭐ 8

Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'

Pytorch Lightning Wavenet ⭐ 7

An implementation of WaveNet using PyTorch & PyTorch Lightning

Pytorch implementation of the paper "MdVRNet: Deep Video Restoration under Multiple Distortions" (VISAPP 2022)

High level wrapper for PyTorch

Vehiclesuperres ⭐ 7

PyTorch Image and Video Super-Resolution, specialized for vehicle and traffic view processing and performed by using Deep Convolutional Neural Networks

Utilities for Deep Learning with PyTorch (models, losses, metrics etc.)

Pytorch Commands ⭐ 7

Some PyTorch code for the Kaggle Speech Recognition Challenge

Iitnet Official ⭐ 7

This is an official implementation for "Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG".

Mnist_classification_using_quantum_machine_learning ⭐ 7

Project for McGill Physics Hackathon 2020

Vad_tutorial ⭐ 7

Simple DNN based Voice Activity Detection (VAD) using Pytorch

Pytorch_colab ⭐ 7

Li-ion State of Charge estimation using PyTorch LSTM network

Trainableactivation ⭐ 7

Implementation for the article "Trainable Activations for Image Classification"

Runningpose ⭐ 7

We introduce a new 3D pose estimator and model designed for runners.

Sentiment Analysis Of Covid 19 Tweets ⭐ 6

Texts from twitter has been collected to decide the impact, it has been causing the public .We took a testing dataset and used neural network – Model training for testing the retrieved tweets and gain prediction of the sentiments from their tweets.

Sima Face Recognition ⭐ 6

Sima is a Face verification Pytorch project.

Lightning Tutorial ⭐ 6

PyTorch-Lightning Tutorial

Cnn And Dnn ⭐ 6

Convolutional Neural Network and Multi Layer Perceptron in Pytorch

3dmmasstn Pytorch ⭐ 6

Unofficial PyTorch implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

Pytorch E2e Dataset ⭐ 6

The E2E Dataset, packed as a PyTorch DataSet subclass

Adaptative Dropout Pytorch ⭐ 6

Pytorch implementation of Adaptative Dropout a.ka Standout.

Multi Task Person Perception ⭐ 6

Contains the code and weights to our paper "Multi-Task Deep Learning for Depth-based Person Perception in Mobile Robotics" that was published on IROS 2020.

Pytorch Tutorials ⭐ 6

Tutorial materials for GPU accelerated PyTorch

Creditcardfrauddetection ⭐ 6

An attempt to detect fraud in online transaction in deep neural network using pytorch

Depth_eigen ⭐ 6

An implementation of https://arxiv.org/abs/1406.2283 in PyTorch.

Deep Learning Cnn ⭐ 5

NN and CNN implementation from scratch in PyTorch with data loading, training, and evaluation phase on CIFAR 100 image dataset

Chest Xray Vision ⭐ 5

Chest Xray image Classification using Deep learning using Pytorch ~

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.

Derain_oucd_net ⭐ 5

Official Pytorch Code for "Exploring Overcomplete Representations for Single Image Deraining using CNNs" - IEEE Journal of STSP

A data prefetching storage data plane for accelerating DL training performance.

Object Detection Mobilenet Cv ⭐ 5

Real time Object detection giving all object detected : labels along with all bounding box predictions + Flask live hosted server

Face Verification Vggface ⭐ 5

Face recognition model trained on VGG Faces 2 to recognise people on videos without being explicitly trained on them. (Based on a database of people pictures can identify the person of the video through the extracted features)

Xllm Demo ⭐ 5

Demo project using XLLM

Dynamicattentionnetworks ⭐ 5

Dynamic Attention Networks For Time Series State Forecasting in Cyber Physical Systems

Context Net ⭐ 5

This is a work-in-progress repository for a deep learning based moderator agent for critical discourse in discussion forums.

Mediqa_wtmed ⭐ 5

Deeplearning ⭐ 5

Dive Into Deep Learning 的学习代码以及笔记，在这里我还自己增加了一些学到的东西，具体的内容可以在目录中看到

Pytorch Mixnet Ss ⭐ 5

Extremely light-weight MixNet with Top-1 75.7% and 2.5M params

Fashion Mnist ⭐ 5

This repository contains the solution of Fashion MNIST solution using PyTorch

Infogan Pytorch ⭐ 5

🎨 A PyTorch implementation of InfoGAN.

Gender Classification ⭐ 5

Predicting Gender Using Character-level Machine Learning 🙋 🙋‍♂️

Spatialtransformer ⭐ 5

Implementation of Spatial Transformer Networks in Pytorch.

Deep Neural Decision Forests ⭐ 5

A model combining Deep Neural Networks and (Stochastic) Random Forests.

Deep Learning ⭐ 5

딥러닝과 관련된 자료들을 정리하고 공부하는 repo

Acoustic_model ⭐ 5

This is a sub-repository in building to create acoustic model in Mandarin speech recognition.

Prednet Pytorch ⭐ 5

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