pytorch-implementation

There are 42 repositories under pytorch-implementation topic.

zyddnys / manga-image-translator
Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/ (no longer working)
manga anime ocr deep-learning image-processing auto-translation machine-translation pytorch-implementation text-detection text-detection-recognition chinese-translation japanese-translations neural-network inpainting transformer
Language:Python 8528
aladdinpersson / Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
pytorch pytorch-implementation pytorch-tutorial pytorch-gan pytorch-examples tensorflow2 tensorflow-tutorials tensorflow-examples machine-learning machine-learning-algorithms pytorch-tutorials
Language:Python 8243
AntixK / PyTorch-VAE
A Collection of Variational Autoencoders (VAE) in PyTorch.
pytorch pytorch-implementation vae vae-implementation deep-learning reproducible-research paper-implementations pytorch-vae variational-autoencoders architecture beta-vae vqvae gumbel-softmax celeba-dataset iwae wae dfc-vae
Language:Python 7338
bentrevett / pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch seq2seq sequence-to-sequence tutorial rnn gru lstm torchtext pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation pytorch-seq2seq attention transformer cnn-seq2seq pytorch-implementation pytorch-tutorials pytorch-nlp
Language:Jupyter Notebook 5616
christianversloot / machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning neural-networks tensorflow pytorch scikit-learn convolutional-neural-networks gan gans transformers huggingface-transformers dbscan clustering bert gpt albert keras keras-tensorflow pytorch-implementation pytorch-tutorial
3649
podgorskiy / ALAE
[CVPR2020] Adversarial Latent Autoencoders
generative-adversarial-network deep-learning autoencoder ffhq celeba celeba-hq stylegan alae neural-network generative-model gan face-generation pytorch pytorch-implementation python paper paper-implementations cvpr2020 computer-vision machine-learning
Language:Python 3523
chaofengc / IQA-PyTorch
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including PSNR, SSIM, LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...
iqa image-quality-assessment blind-image-quality-assessment pytorch pytorch-implementation python image-aesthetic-assessment ms-ssim psnr ssim
Language:Python 2745
pytorch-GAT
gordicaleksa / pytorch-GAT
My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
gat graph-attention-networks attention-mechanism self-attention pytorch python attention pytorch-gat gat-tutorial deep-learning graph-attention-network pytorch-implementation jupyter
Language:Jupyter Notebook 2590
sthalles / SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
machine-learning deep-learning representation-learning pytorch-implementation pytorch torchvision unsupervised-learning contrastive-loss simclr
Language:Jupyter Notebook 2435
MIC-DKFZ / medicaldetectiontoolkit
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
detection retina-unet object-detection mask-rcnn 3d-models deep-learning retina-net deep-neural-networks segmentation semantic-segmentation u-net 3d-mask-rcnn 3d-object-detection medical-imaging medical-image-processing medical-image-computing medical-image-analysis pytorch-deeplearning pytorch-cnn pytorch-implementation
Language:Python 1339
sjtuytc / UnboundedNeRFPytorch
State-of-the-art, simple, fast unbounded / large-scale NeRFs.
nerf pytorch-implementation block-nerf view-synthesis weekly-nerf classified pytorch chinese-translation deep-learning unbounded
Language:Python 1331
dailenson / SDT
This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR 2023)
deep-learning handwriting-generation transformer generative-models multimodal pytorch-implementation computer-vision contrastive-learning gmm
Language:Python 1238
bentrevett / pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
pytorch pytorch-tutorial image-classification cnn torchvision lenet alexnet vgg resnet tutorial pytorch-implmention pytorch-implementation pytorch-tutorials pytorch-cnn convolutional-neural-networks convolutional-neural-network convolutional-networks
Language:Jupyter Notebook 1043
LibCity / Bigscity-LibCity
LibCity: An Open Library for Urban Spatial-temporal Data Mining
traffic traffic-prediction traffic-flow-prediction traffic-speed-prediction on-demand-service trajectory-prediction toolkit deep-learning spatio-temporal-prediction spatio-temporal pytorch-implementation traffic-forecasting map-matching representation-learning estimated-time-of-arrival traffic-accident-prediction od-matrix time-series-prediction eta libcity
Language:Python 1034
piEsposito / blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
pytorch pytorch-implementation pytorch-tutorial bayesian-layers bayesian-deep-learning bayesian-neural-networks
Language:Python 972
hkproj / pytorch-stable-diffusion
Stable Diffusion implemented from scratch in PyTorch
diffusion-models latent-diffusion-models paper-implementations pytorch pytorch-implementation stable-diffusion
Language:Jupyter Notebook 958
ddlBoJack / emotion2vec
[ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
iemocap pytorch-implementation speech-emotion-recognition speech-representation
Language:Python 947
EvelynFan / FaceFormer
[CVPR 2022] FaceFormer: Speech-Driven 3D Facial Animation with Transformers
computer-vision computer-graphics deep-learning facial-animation speech 3d-face 3d-models pytorch-implementation lip-animation facial-expressions
Language:Python 886
zhmiao / OpenLongTailRecognition-OLTR
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
open-long-tail-recognition pytorch-implementation computer-vision long-tail open-set oltr cvpr2019 deep-learning
Language:Python 867
AviSoori1x / makeMoE
From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)
large-language-models llm mixture-of-experts deep-learning neural-networks pytorch pytorch-implementation
Language:Jupyter Notebook 745
soobinseo / Transformer-TTS
A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"
text-to-speech tts transformer attention-plots attention-mechanism deep-learning pytorch pytorch-implementation
Language:Python 682
jayroxis / PINNs
PyTorch Implementation of Physics-informed Neural Networks
pytorch-implementation pinns
Language:Jupyter Notebook 655
KarhouTam / FL-bench
Benchmark of federated learning. Dedicated to the community. 🤗
federated-learning personalized-federated-learning pytorch-implementation federated-learning-framework deep-learning machine-learning
Language:Python 630
EricGuo5513 / text-to-motion
Official implementation for "Generating Diverse and Natural 3D Human Motions from Texts (CVPR2022)."
motion-generation pytorch-implementation
Language:Python 614
thohemp / 6DRepNet
Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.
head pose estimation facial analysis biwi aflw2000 orientation 6d head-pose-estimation head-pose pytorch pytorch-implementation
Language:Python 609
MIC-DKFZ / nnDetection
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
detection medical medical-imaging medical-image-computing 3d-object-detection pytorch-implementation retina-unet
Language:Python 604
miguelvr / dropblock
Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.
machine-learning computer-vision pytorch regularization convolutional-neural-networks dropblock pytorch-implementation dropout
Language:Python 596
HavenFeng / photometric_optimization
Photometric optimization code for creating the FLAME texture space and other applications
texture-space flame-texture flame-model 3d-face-reconstruction python computer-vision pytorch-implementation pytorch3d texture-maps ffhq optimization 3d-graphics 3d-model 3d-shapes
Language:Python 569
jackaduma / CycleGAN-VC2
Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2
voice-conversion cyclegan-vc2 cyclegan gan deeplearning voice-cloning pytorch-implementation cyclegan-vc speech-synthesis deep-learning pix2pix aigc
Language:Python 560
d-li14 / mobilenetv3.pytorch
74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet
mobilenetv3 pytorch-implementation imagenet pretrained-models iccv2019
Language:Python 554
liusongxiang / StarGAN-Voice-Conversion
This is a pytorch implementation of the paper: StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks
voice-conversion stargan pytorch-implementation
Language:Python 524
changzy00 / pytorch-attention
🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥
attention-mechanisms cnns mlp-networks pytorch-implementation vits
Language:Python 504
eagle705 / pytorch-bert-crf-ner
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
bert kobert crf bert-crf ner named-entity-recognition pytorch pytorch-implementation korean nlp korean-nlp natural-language-processing kobert-crf huggingface bert-bilstm-crf bert-bigru-crf attention-visualization
Language:Jupyter Notebook 499
d-li14 / efficientnetv2.pytorch
PyTorch implementation of EfficientNetV2 family
pytorch-implementation efficientnet efficientnetv2 imagenet icml2021
Language:Python 477
changjonathanc / minLoRA
minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.
fastai huggingface pytorch pytorch-implementation pytorch-lightning
Language:Jupyter Notebook 474
First-steps-towards-Deep-Learning
vaibhawvipul / First-steps-towards-Deep-Learning
This is an open sourced book on deep learning.
deep-learning deep-neural-networks deep-learning-tutorial pytorch python3 pytorch-tutorial pytorch-implementation convolutional-neural-networks recurrent-neural-networks computer-vision artificial-intelligence artificial-neural-networks how-to
Language:CSS 439

pytorch-implementation

zyddnys / manga-image-translator

aladdinpersson / Machine-Learning-Collection

AntixK / PyTorch-VAE

bentrevett / pytorch-seq2seq

christianversloot / machine-learning-articles

podgorskiy / ALAE

chaofengc / IQA-PyTorch

gordicaleksa / pytorch-GAT

sthalles / SimCLR

MIC-DKFZ / medicaldetectiontoolkit

sjtuytc / UnboundedNeRFPytorch

dailenson / SDT

bentrevett / pytorch-image-classification

LibCity / Bigscity-LibCity

piEsposito / blitz-bayesian-deep-learning

hkproj / pytorch-stable-diffusion

ddlBoJack / emotion2vec

EvelynFan / FaceFormer

zhmiao / OpenLongTailRecognition-OLTR

AviSoori1x / makeMoE

soobinseo / Transformer-TTS

jayroxis / PINNs

KarhouTam / FL-bench

EricGuo5513 / text-to-motion

thohemp / 6DRepNet

MIC-DKFZ / nnDetection

miguelvr / dropblock

HavenFeng / photometric_optimization

jackaduma / CycleGAN-VC2

d-li14 / mobilenetv3.pytorch

liusongxiang / StarGAN-Voice-Conversion

changzy00 / pytorch-attention

eagle705 / pytorch-bert-crf-ner

d-li14 / efficientnetv2.pytorch

changjonathanc / minLoRA

vaibhawvipul / First-steps-towards-Deep-Learning