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pytorch-implementation x

327 search results found

Zsd Sc Resolver ⭐ 19

Resolving semantic confusions for improved zero-shot detection (BMVC 2022)

Multivariate Time Series Repository

Official implementation for paper Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos

ViNet Pushing the limits of Visual Modality for Audio Visual Saliency Prediction

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Eﬀect Prediction (GRL@NeurIPS, 2019)

Ssd_mobilenet ⭐ 19

SSD: Single Shot MultiBox Detector | a PyTorch Model for Object Detection | VOC , COCO | Custom Object Detection

Scaling Object Detection by Transferring Classification Weights

Resize_network_cv ⭐ 18

PyTorch implementation of the paper "Learning to Resize Images for Computer Vision Tasks" on Imagenette and Imagewoof datasets

Dgmr Pytorch ⭐ 18

An implementation of Deep Generative Model of Radars from DeepMind in PyTorch

Hacktoberfest ⭐ 17

Robust Real-time Object Detection for the Nao Robots

Relation Network Pytorch ⭐ 17

Implementation of Relation Network and Recurrent Relational Network using PyTorch v1.3. Original papers: (RN) https://arxiv.org/abs/1706.01427 (RRN): https://arxiv.org/abs/1711.08028

Co Bionet ⭐ 17

[Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric Medical Image Segmentation

PyTorch implementation of the MRNet paper, developed for the MRNet Competition hosted by the Stanford ML Group

Selforganizingmap Som ⭐ 16

Pytorch implementation of Self-Organizing Map(SOM). Use MNIST dataset as a demo.

Pytorch Serving ⭐ 16

[UNMAINTAINED] A starter pack for creating a lightweight responsive web app for Fast.AI PyTorch models.

Video-based Person Re-identification without Bells and Whistles (CVPRw 2021)

Convlstm Pytorch ⭐ 16

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

Kdd Cup 99 Cnn Pytorch ⭐ 16

This is a classification model with five classes (normal, DOS, R2L, U2R,PROBING). Ignore the content features of TCP connection ( columns 10-22 of KDD Cup 99 dataset) when training the model to adapt the project that a kdd99 feature extractor

Optimal Textures ⭐ 16

Optimal deep texture generation and style transfer based on Eric Risser's paper

Clustertransformer ⭐ 15

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

Pytorch implementation of the paper "Learning to Embed Sentences Using Attentive Recursive Trees".

Ts3000_thechatbot ⭐ 15

Its a social networking chat-bot trained on Reddit dataset . It supports open bounded queries developed on the concept of Neural Machine Translation. Beware of its being sarcastic just like its creator 😝 BDW it uses Pytorch framework and Python3.

Rgb_ir_personreid ⭐ 15

An independent implementation to reproduce the paper "RGB-Infrared Cross-Modality Person Re-Identification" from ICCV2017

Resnet 50 Cbam Pytorch ⭐ 15

Implementation of Resnet-50 with and without CBAM in PyTorch v1.8. Implementation tested on Intel Image Classification dataset from https://www.kaggle.com/puneet6060/intel-image-clas

Instance Segmentation for Chinese Character Stroke Extraction, Datasets and Benchmarks.

Minimal Ik Pytorch ⭐ 14

A PyTorch implementation of Minimal-IK to restore SMPL parameters from skeleton/keypoints + point cloud, with VPoser pose prior for better performance.

Pytorch implementation of Exploring Simple Siamese Representation Learning

Pytorch Fpn ⭐ 14

PyTorch implementation of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

Noisystudent ⭐ 14

"Self-training with Noisy Student improves ImageNet classification" pytorch implementation

🍀 Official pytorch implementation of "D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation. Wu et al. ECCV 2022."

Semantics-guided Part Attention Network (ECCV 2020 Oral)

Diffusion Ddpm ⭐ 14

Implementation of "Denoising Diffusion Probabilistic Models", Ho et al., 2020

Yoloseries ⭐ 14

Shufflefacenet_pytorch ⭐ 13

A PyTorch Implementation of ShuffleFaceNet.

Imageaestheticassessmentpytorch ⭐ 13

Image Aesthetic Assessment in PyTorch with implemented popular datasets and models (possibly providing the pretrained ones).

Yolo Nano ⭐ 13

An unofficial pytorch implementation of YOLO Nano

Lowshot Shapebias ⭐ 13

Learning low-shot object classification with explicit shape bias learned from point clouds

[CVPR 2021] This repository is the official implementation of paper: "PML: Progressive Margin Loss for Long-tailed Age Classification"

Patchaugnet ⭐ 12

PatchAugNet: Patch feature augmentation-based heterogeneous point cloud place recognition in large-scale street scenes

Docparser Pytorch ⭐ 12

An unofficial Implementation of DocParser: End-to-end OCR-free Information Extraction from Visually Rich Documents

Pytorch Deep Coral ⭐ 12

This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for Deep Domain Adaptation. Baochen Sun and Kate Saenko (ECCV 2016).

Populationbasedtraining ⭐ 12

A simple PyTorch implementation of Population Based Training of Neural Networks.

Efficientps ⭐ 12

Implementation of EfficientPS paper for Panoptic segmentation

[NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weipinng Wang, Jie Zhou

Ai Awesome Project Template ⭐ 12

🤖 Project template for your next awesome AI project. 🦾

Gan_implementation ⭐ 12

Pytorch implementations of GANs

Simple Implementation of Pix2Seq model for object detection in PyTorch

Official implementation for "Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size", NeurIPS 2022, Offline RL Workshop

Knowledge_distillation ⭐ 11

PyTorch implementation of "Distilling the Knowledge in a Neural Network"

Icrcyclegan Vc ⭐ 11

Non-parallel voice conversion called ICRCycleGAN-VC based on CycleGAN and Inception-resNet module by Afiuny

Meta_pseudo_labels ⭐ 11

PyTorch implementation of "Meta Pseudo Labels"

Simple sinc interpolation in PyTorch.

Pde Vae Pytorch ⭐ 11

PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning

Deep Slomo ⭐ 11

Official PyTorch implementation of "Deep Slow Motion Video Reconstruction with Hybrid Imaging System" (TPAMI)

Pytorch Transformer For Rul Prediction ⭐ 11

Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.

Hcn Prototypeloss Pytorch ⭐ 10

Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)

Pytorch Nli ⭐ 10

pytorch implementation of various models for snli and mnli task

Leibniz is a python package which provide facilities to express learnable partial differential equations with PyTorch

Realtimebwe ⭐ 10

Unofficial Pytorch Lightning Implementation of "Real-time Speech Frequency Bandwidth Extension"

Naacl2022 Reflect ⭐ 10

Code for the paper: Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness

Pytorch A2c ⭐ 10

A well-documented A2C written in PyTorch

Zabanshenas ⭐ 10

Zabanshenas is a solution for identifying the most likely language of a piece of written text. Demo (👇 )

Timediffusion ⭐ 10

Unified Framework for Multiple Time Series Tasks

Torchspectralgating ⭐ 10

TorchSpectralGate is a PyTorch-based implementation of Spectral Gating, an algorithm for denoising audio signals.

Dual_view_review_sum ⭐ 10

Code for the SIGIR 2020 paper "A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss"

Smooth Taylor ⭐ 9

PyTorch implementation of SmoothTaylor

Deeprl Pytorch ⭐ 9

Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.

Saasn Stain Normalization ⭐ 9

Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).

Hsi Bandselection ⭐ 9

Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging.

Hrnet Pose Estimation ⭐ 9

This repo is about implementing pose estimation with HRNet and also, is a sub-task of the smart hospital bed project 😄

Torchessian ⭐ 9

Full loss Hessian spectrum approximation tool.

Deepimageranking ⭐ 9

Implementation of `Learning Fine-grained Image Similarity with Deep Ranking` using ResNet-101 and implemented in Pytorch

Facial Expression Recognition ⭐ 9

Facial expression recognition using Pytorch on FER2013 dataset

Gan Pytorch ⭐ 8

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

Taup Pytorch ⭐ 8

Task Agnostic Unsupervised Learning

Adamatch Pytorch ⭐ 8

A PyTorch implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation

[PR] How to Reduce Change Detection to Semantic Segmentation

Sota Vision ⭐ 8

Implementation of various state of the art architectures used in computer vision.

Polyloss Pytorch ⭐ 8

Polyloss Pytorch Implementation

Recommended system(2018-2019); CTR prediction;Recommended-System-PyTorch===>> WIP

Generative And Discriminative Voxel Modeling ⭐ 8

Voxel-Based Resnets for Classification

Machine Learning Collection ⭐ 7

Repo for Implementing Research Papers & Projects related to Machine Learning

Hypernerf Torch ⭐ 7

Unofficial implementation of hyperNeRF in Pytorch Lighting

Mockingjay Speech Representation ⭐ 7

Official Implementation of Mockingjay in Pytorch

Rgcn Pytorch ⭐ 7

Pytorch implementation of Relational GCN for node classification

Pytorch Iterativefcn ⭐ 7

Pytorch implementation of the paper Iterative fully convolutional neural networks for automatic vertebra segmentation accepted in MIDL2018.

[IEEE-JBHI'2023] M2FTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation

Surname Classify Pytorch ⭐ 7

Surname Classification with an MLP using PyTorch

Pytorch Lightning Wavenet ⭐ 7

An implementation of WaveNet using PyTorch & PyTorch Lightning

Bilatticernn Confidence ⭐ 7

Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks https://arxiv.org/abs/1910.11933 or https://ieeexplore.ieee.org/document/9053264

This is the official repo for Densely-Anchored Sampling for Deep Metric Learning (ECCV 22).

Pointwise Convolutional Neural Network ⭐ 7

PyTorch implementation of Pointwise Convolutional Neural Networks in CVPR 2018.

Official implementation of Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention

Mean Spectral Norm ⭐ 7

Code for the paper "Mean Spectral Normalization"

Pyorch Lenet5 ⭐ 7

PyTorch implementation of LeNet5

Fast Image Gans ⭐ 7

Using Deep Learning to create fake images of games using PyTorch

[DEPRECIATED] Symbolic MIDI Music AI implementation

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