triplet-loss

There are 12 repositories under triplet-loss topic.

adambielski / siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
contrastive-loss deep-learning embedding learning-embeddings machine-learning pytorch siamese-network triplet-loss triplet-network
Language:Python 3108
CoinCheung / pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
amsoftmax cuda dice-loss ema focal-loss label-smoothing lovasz-softmax mish partial-fc pytorch triplet-loss
Language:Python 2185
finetuner
jina-ai / finetuner
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
bert few-shot-learning fine-tuning finetuning jina metric-learning negative-sampling neural-search openai-clip pretrained-models siamese-network similarity-learning transfer-learning triplet-loss
Language:Python 1473
omoindrot / tensorflow-triplet-loss
Implementation of triplet loss in TensorFlow
tensorflow triplet-loss online-triplet-mining embeddings
Language:Python 1121
soubhiksanyal / RingNet
Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision
2d-3d 3d-data 3d-face-reconstruction 3d-landmarks 3d-mesh 3d-models benchmark-datasets computer-vision deep-learning face face-reconstruction flame flame-model morphable-model python ringnet single-image-reconstruction tensorflow triplet-loss
Language:Python 823
White-Link / UnsupervisedScalableRepresentationLearningTimeSeries
Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments
machine-learning time-series triplet-loss time-series-classification neural-networks deep-learning pytorch neurips-2019 ucr-archive uea-archive
Language:Jupyter Notebook 394
Walleclipse / Deep_Speaker-speaker_recognition_system
Keras implementation of ‘’Deep Speaker: an End-to-End Neural Speaker Embedding System‘’ (speaker recognition)
speech speaker-recognition speaker-embedding triplet-loss keras
Language:Python 248
tamerthamoqa / facenet-pytorch-glint360k
A PyTorch implementation of the 'FaceNet' paper for training a facial recognition model with Triplet Loss using the glint360k dataset. A pre-trained model using Triplet Loss is available for download.
face-recognition facenet triplet-loss lfw-dataset vggface2-dataset pytorch pretrained-model multi-gpu
Language:Python 231
layumi / Person-reID-triplet-loss
Person re-ID baseline with triplet loss
personreid open-reid pytorch image-retrieval triplet-loss cnn
Language:Python 189
michuanhaohao / keras_reid
Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification
triplet-loss
Language:Python 188
Speaker-Identification / You-Only-Speak-Once
Deep Learning - one shot learning for speaker recognition using Filter Banks
audio deep-learning deep-speaker neural-network one-shot-learning siamese-networks speaker-identification speaker-recognition speech triplet-loss voice-authentication
Language:Jupyter Notebook 160
lonePatient / TorchBlocks
A PyTorch-based toolkit for natural language processing
pytorch nlp text-classification triplet-loss siamese-network text-similarity multilabel-classification advertising bert transformers relation-classification named-entity-recognition
Language:Python 154
chencodeX / triplet-loss-pytorch
A generic triplet data loader for image classification problems,and a triplet loss net demo.
pytorch triplet-loss dataloader fine-grained-classification
Language:Python 125
SamYuen101234 / Masked_Face_Recognition
2020/2021 HKUST CSE FYP Masked Facial Recognition, developer: Sam Yuen, Alex Xie, Tony Cheng
facial-recognition masked-face-recognition cnn pytorch arcface triplet-loss inceptionresnet mtcnn efficientnet se-resnext artificial-intelligence machine-learning computer-vision hkust online-triplet-mining triplet-mining-sampler face-alignment transfer-learining
Language:Python 118
alfonmedela / triplet-loss-pytorch
Highly efficient PyTorch version of the Semi-hard Triplet loss ⚡️
triplet-loss triplet loss-functions metric-learning constellation pytorch pytorch-implementation
Language:Python 114
leftthomas / CGD
A PyTorch implementation of CGD based on the paper "Combination of Multiple Global Descriptors for Image Retrieval"
pytorch image-retrieval cnn triplet-loss
Language:Python 106
soubhiksanyal / now_evaluation
This is the official repository for evaluation on the NoW Benchmark Dataset. The goal of the NoW benchmark is to introduce a standard evaluation metric to measure the accuracy and robustness of 3D face reconstruction methods from a single image under variations in viewing angle, lighting, and common occlusions.
python python3 computer-vision 3d-face-alignment 3d-reconstruction face-alignment benchmark-datasets single-image-reconstruction 2d-3d face-reconstruction face flame now-evaluation triplet-loss 3d-data 3d-mesh 3d-landmarks flame-model face-reconstruction-challenge
Language:Python 105
sanku-lib / image_triplet_loss
Image similarity using Triplet Loss
cnn-tensorflow deep-learning image-processing image-similarity machine-learning siamese-network tensorflow triplet-loss
Language:Jupyter Notebook 102
PkuRainBow / HDC.caffe
Complete Code for "Hard-Aware-Deeply-Cascaded-Embedding"
deep-learning embeddings image retrieval triplet-loss
Language:Python 97
chinmaynehate / DFSpot-Deepfake-Recognition
Determine whether a given video sequence has been manipulated or synthetically generated
deep-learning deep-neural-networks deepfake-detection-challenge deepfakes deepfakes-classification efficientnet ensemble-learning faceforensics fake-news pytorch siamese-network transfer-learning triplet-loss vision-transformers
Language:Python 94
avilash / pytorch-siamese-triplet
One-Shot Learning with Triplet CNNs in Pytorch
convolutional-neural-networks deep-learning fashionmnist meta-learning mnist one-shot-learning pytorch pytorch-implmention pytorch-siamese siamese siamese-network triplet-loss triplet-networks
Language:Python 92
hizhangp / triplet
Re-implementation of tripletloss function in FaceNet
caffe triplet triplet-loss
Language:Python 92
SathwikTejaswi / deep-ranking
Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same
convolutional-neural-networks deep-learning deep-neural-networks image image-classification image-rank image-retrieval image-search neural-network python-3 python3 pytorch resnet resnet-50 tiny-imagenet200 triplet-loss
Language:Python 81
AKASH2907 / deepfakes_video_classification
Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]
deepfakes video-classification keras deep-learning cnn rnn triplet-loss faceforensics deepfakes-classification face-forensics celeb-df tsne-plot facenet transfer-learning
Language:Python 67
QuocThangNguyen / deep-metric-learning-tsinghua-dogs
Dogs classification with Deep Metric Learning
proxy-nca-loss triplet-loss proxy-anchor-loss soft-triple-loss tsinghua-dogs-dataset deep-metric-learning fine-grained-classification pytorch
Language:Python 62
jadevaibhav / Signature-verification-using-deep-learning
Using SigComp'11 dataset for signature verification
signature-verification siamese-network triplet-loss convolutional-neural-networks multi-class-classification
Language:Jupyter Notebook 59
asparagus / triplet-net
Keras implementation of "Deep Learning using Triplet Network" by Hoffer and Ailon. https://arxiv.org/pdf/1412.6622.pdf
deep-learning deep-neural-networks triplet-loss
Language:Python 58
yule-li / MassFace
MassFace: an effecient implementation using triplet loss for face recognition
face-recognition tensorflow triplet-loss multi-gpus
Language:Python 56
guiyang882 / MassImageRetrieval
This project is intended to solve the task of massive image retrieval.
image-retrieval tensorflow deep-hashing hashcode deep-learning triplet-loss center-loss
Language:Python 55
zamanzadeh / CARLA
CARLA: A self-supervised contrastive learning model for time series anomaly detection. Enhances anomaly detection by learning robust representations of time series data.
anomaly-detection contrastive-learning deep-learning representation-learning time-series self-supervised-learning time-series-anomaly-detection triplet-loss
Language:Python 52
Golbstein / keras-face-recognition
Who is your doppelgänger and more with Keras face recognition
celeba celeba-dataset siamese-network triplet-loss keras doppelganger facenet-trained-models face-recognition openface facenet-model facenet
Language:Jupyter Notebook 49
MichiganCOG / A2CL-PT
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)
eccv eccv2020 action-localization center-loss adversarial-learning temporal-action-localization triplet-loss activitynet
Language:Python 47
nanxstats / deep-learning-recipes
🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)
deep-learning r tensorflow keras recommender-system matrix-factorization triplet-loss
Language:R 46
keras-triplet-center-loss
popcornell / keras-triplet-center-loss
Simple Keras implementation of Triplet-Center Loss on the MNIST dataset
keras tensorflow triplet-loss center-loss mnist machine-learning
Language:Python 45
shane-settle / neural-acoustic-word-embeddings
contrastive-loss triplet-loss tensorflow negative-example-mining acoustic-word-embeddings
Language:Shell 45
llllllllllllllily / face-recognition-supervised-by-center-loss
Face Recognition Project on Pytorch
deep-face-recognition pytorch center-loss triplet-loss
Language:Python 40

triplet-loss

adambielski / siamese-triplet

CoinCheung / pytorch-loss

jina-ai / finetuner

omoindrot / tensorflow-triplet-loss

soubhiksanyal / RingNet

White-Link / UnsupervisedScalableRepresentationLearningTimeSeries

Walleclipse / Deep_Speaker-speaker_recognition_system

tamerthamoqa / facenet-pytorch-glint360k

layumi / Person-reID-triplet-loss

michuanhaohao / keras_reid

Speaker-Identification / You-Only-Speak-Once

lonePatient / TorchBlocks

chencodeX / triplet-loss-pytorch

SamYuen101234 / Masked_Face_Recognition

alfonmedela / triplet-loss-pytorch

leftthomas / CGD

soubhiksanyal / now_evaluation

sanku-lib / image_triplet_loss

PkuRainBow / HDC.caffe

chinmaynehate / DFSpot-Deepfake-Recognition

avilash / pytorch-siamese-triplet

hizhangp / triplet

SathwikTejaswi / deep-ranking

AKASH2907 / deepfakes_video_classification

QuocThangNguyen / deep-metric-learning-tsinghua-dogs

jadevaibhav / Signature-verification-using-deep-learning

asparagus / triplet-net

yule-li / MassFace

guiyang882 / MassImageRetrieval

zamanzadeh / CARLA

Golbstein / keras-face-recognition

MichiganCOG / A2CL-PT

nanxstats / deep-learning-recipes

popcornell / keras-triplet-center-loss

shane-settle / neural-acoustic-word-embeddings

llllllllllllllily / face-recognition-supervised-by-center-loss