unsupervised

There are 4 repositories under unsupervised topic.

blmoistawinde / HarvestText
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法
nlp sentiment-analysis new-word-discovery unsupervised text-summarization named-entity-recognition dependency-parser text-segmentation text-cleaning pyhanlp harvesttext keyword-extraction gitee
Language:Python 2283
elliottwu / unsup3d
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
3d-objects 3d 3d-reconstuction unsupervised unsupervised-learning cvpr cvpr-2020 cvpr2020 pytorch
Language:Python 1182
ClementPinard / SfmLearner-Pytorch
Pytorch version of SfmLearner from Tinghui Zhou et al.
depth disparity kitti pytorch unsupervised
Language:Python 994
klaudiosinani / moviebox
Machine learning movie recommending system
learning machine movie recommender tf-idf unsupervised
Language:Python 523
keonlee9420 / Comprehensive-Transformer-TTS
A Non-Autoregressive Transformer based Text-to-Speech, supporting a family of SOTA transformers with supervised and unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate TTS
text-to-speech supervised unsupervised non-autoregressive non-ar multi-speaker ultimate-tts tts pytorch comprehensive single-speaker fastspeech transformer neural-tts fastspeech2 hifi-gan mel-gan sota speech-synthesis deep-learning
Language:Python 312
ahangchen / TFusion
CVPR2018: Unsupervised Cross-dataset Person Re-identification by Transfer Learning of Spatio-temporal Patterns
reid fusion cvpr2018 unsupervised
Language:Python 307
tynguyen / unsupervisedDeepHomographyRAL2018
Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model
deep homography unsupervised tensorflow robotics training
Language:Python 264
duxingren14 / DualGAN
DualGAN-tensorflow: tensorflow implementation of DualGAN
image implementation stylization tensorflow unsupervised unsupervised-dual-learning
Language:Python 262
AdneneBoumessouer / MVTec-Anomaly-Detection
This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.
anomaly-detection anomaly-localization anomaly-segmentation auto-encoder convolutional-autoencoder mvtec ssim structural-similarity surface-inspection unsupervised
Language:Python 258
Yonv1943 / Unsupervised-Segmentation
A high performance impermentation of Unsupervised Image Segmentation by Backpropagation - Asako Kanezaki
unsupervised
Language:Python 252
gudovskiy / cflow-ad
Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"
unsupervised anomaly detection mvtec-ad mvtec normalizing-flows
Language:Python 218
milesgranger / gap_statistic
Dynamically get the suggested clusters in the data for unsupervised learning.
cluster scikit-learn cluster-count kmeans python clustering unsupervised-learning unsupervised
Language:Rust 210
icon-lab / SynDiff
Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).
deep-learning medical-imaging denoising-diffusion-models image-synthesis image-to-image-translation diffusion-model diffusion-models medical-image-synthesis unsupervised
Language:Python 186
unicorn
monniert / unicorn
(ECCV 2022) Code for Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
3d-reconstruction analysis-by-synthesis computer-vision deep-learning differentiable-rendering eccv-2022 eccv2022 mesh-generation pytorch single-view-reconstruction unsupervised unsupervised-learning
Language:Python 160
keonlee9420 / Comprehensive-E2E-TTS
A Non-Autoregressive End-to-End Text-to-Speech (text-to-wav), supporting a family of SOTA unsupervised duration modelings. This project grows with the research community, aiming to achieve the ultimate E2E-TTS
deep-learning fastspeech2 hifi-gan jets multi-speaker neural-tts non-autoregressive pytorch single-speaker sota speech-synthesis text-to-speech tts unsupervised end-to-end non-ar ultimate-tts text-to-wav
Language:Python 140
prstrive / EPCDepth
[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation
monocular-depth-estimation monocular depth-estimation self-supervised unsupervised stereo data-augmentation deep-learning monodepth
Language:Python 125
eelxpeng / UnsupervisedDeepLearning-Pytorch
This repository tries to provide unsupervised deep learning models with Pytorch
unsupervised deep-learning pytorch autoencoder denoising-autoencoders variational-autoencoders generative-adversarial-network
Language:Python 88
NVlabs / DG-Net-PP
Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification. ECCV'20 (Oral)
pytorch re-identification person-reidentification person-reid market-1501 dukemtmc-reid msmt17 domain-adaptation unsupervised
Language:Python 84
FingerRec / Self-Supervised-Temporal-Discriminative-Representation-Learning-for-Video-Action-Recognition
[Arxiv2020] The code for our paper 《Self-Supervised Temporal-Discriminative Representation Learning for Video Action Recognition》 https://arxiv.org/abs/2008.02129
representation-learning self-supervised-learning unsupervised video-action-recognition
Language:Python 76
UDLF / UDLF
An Unsupervised Distance Learning Framework for Multimedia Retrieval
image retrieval cbir re-ranking ranking-aggregation multimedia unsupervised learning reranking
Language:C++ 55
stephantul / somber
Recursive Self-Organizing Map/Neural Gas.
kohonen som recurrent-neural-networks unsupervised machine-learning recsom neural-gas ng plsom cython
Language:Python 53
necroen / simplified_struct2depth
simplified struct2depth in PyTorch
unsupervised depth-estimation disparity
Language:Python 52
leopnt / neft-godot
Neuroevolution of Fixed Topology for Godot
ai godot neuroevolution neural-network genetic-algorithm deep-learning machine-learning unsupervised
Language:GDScript 45
TrainingByPackt / Natural-Language-Processing-Fundamentals
Use Python and NLTK to build out your own text classifiers and solve common NLP problems
api binary-classifier latent-dirichlet-allocation lda linear-regression markov-chain natural-language-processing nlp pandas python scikit-learn supervised tokenization unsupervised
Language:Jupyter Notebook 45
dti-sprites
monniert / dti-sprites
(ICCV 2021) Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper
deep-learning unsupervised unsupervised-learning sprites image-decomposition multi-object computer-vision pytorch iccv2021
Language:Python 44
riedlma / SECOS
An unsupervised compound splitter
compound decompounding nlp unsupervised
Language:Python 40
interestingness
sair-lab / interestingness
Visual Memorability for Robotic Interestingness via Unsupervised Online Learning (TRO 2021 and ECCV 2020 Oral)
visual-interestingness eccv-2020 unsupervised online
Language:Python 39
ogozuacik / d3-discriminative-drift-detector-concept-drift
unsupervised concept drift detection
unsupervised concept drift concept-drift datastream data-stream
Language:Python 35
oravus / DeltaDescriptors
Delta Descriptors: Visual Localization via Visual Place Recognition (VPR) where places are described using a change-based spatio-temporal representation. (RA-L & IROS 2020)
visual-localization visual-place-recognition delta spatio-temporal representation unsupervised place-recognition
Language:Python 34
HymEric / Awesome-Representation-Learning-CV-PaperAndCode
Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.
representation representation-learning disentangled-representations disassembling-representation contrastive-learning self-supervised unsupervised vae gan clustering image-translation simclr moco
33
evanmy / sae
Accepted in MIDL 2020
segmentation autoencoder mri pytorch deep-learning variational-autoencoder unsupervised brain
Language:Python 32
cdli-gh / Semi-Supervised-NMT-for-Sumerian-English
Exploring the Limits of Low-Resource Neural Machine Translation
low-resource-languages nmt unsupervised semi-supervised backtranslation transformers xlm translation
Language:Jupyter Notebook 31
CompVis / unsupervised-part-segmentation
Code for GCPR 2020 Oral : "Unsupervised Part Discovery by Unsupervised Disentanglement"
computer-vision machine-learning unsupervised gcpr paper image-segmentation tensorflow pytorch humans birds cub
Language:Jupyter Notebook 30
JacobHanimann / scDINO
Self-Supervised Vision Transformers for multiplexed imaging datasets
high-content-screening self-supervised-learning single-cell fluorescence-microscopy-imaging greyscale-image morphology multi-channel multi-head-attention phenotyping vision-transformer unsupervised
Language:Python 30
AI-ML-Unit-2
iacopomasi / AI-ML-Unit-2
Course Material for Artificial Intelligence and Machine Learning - Unit 2 @ Computer Science Dept, Sapienza
unsupervised learning supervised kmeans pca teaching-materials gmm-clustering least-squares neural-networks knn logistic-regression artificial-intelligence data-science deep-learning machine-learning statistics
Language:Jupyter Notebook 29
alldbi / Factorized-Spatial-Embeddings
Tensorflow implementation of Unsupervised learning of object landmarks by factorized spatial embeddings
tensorflow unsupervised factorized spatial embeddings landmarks
Language:Python 27

unsupervised

blmoistawinde / HarvestText

elliottwu / unsup3d

ClementPinard / SfmLearner-Pytorch

klaudiosinani / moviebox

keonlee9420 / Comprehensive-Transformer-TTS

ahangchen / TFusion

tynguyen / unsupervisedDeepHomographyRAL2018

duxingren14 / DualGAN

AdneneBoumessouer / MVTec-Anomaly-Detection

Yonv1943 / Unsupervised-Segmentation

gudovskiy / cflow-ad

milesgranger / gap_statistic

icon-lab / SynDiff

monniert / unicorn

keonlee9420 / Comprehensive-E2E-TTS

prstrive / EPCDepth

eelxpeng / UnsupervisedDeepLearning-Pytorch

NVlabs / DG-Net-PP

FingerRec / Self-Supervised-Temporal-Discriminative-Representation-Learning-for-Video-Action-Recognition

UDLF / UDLF

stephantul / somber

necroen / simplified_struct2depth

leopnt / neft-godot

TrainingByPackt / Natural-Language-Processing-Fundamentals

monniert / dti-sprites

riedlma / SECOS

sair-lab / interestingness

ogozuacik / d3-discriminative-drift-detector-concept-drift

oravus / DeltaDescriptors

HymEric / Awesome-Representation-Learning-CV-PaperAndCode

evanmy / sae

cdli-gh / Semi-Supervised-NMT-for-Sumerian-English

CompVis / unsupervised-part-segmentation

JacobHanimann / scDINO

iacopomasi / AI-ML-Unit-2

alldbi / Factorized-Spatial-Embeddings