Search Results - RepositoryStats

634

3.1k

bsd-3-clause

50

Siamese and triplet networks with online pair/triplet mining in PyTorch

pytorch embedding triplet-loss deep-learning siamese-network triplet-network contrastive-loss machine-learning learning-embeddings

Created 2018-03-06

26 commits to master branch, last one 5 years ago

pytorch-loss CoinCheung

373

2.2k

mit

23

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

ema cuda mish pytorch amsoftmax dice-loss focal-loss partial-fc triplet-loss lovasz-softmax label-smoothing

Created 2019-04-10

115 commits to master branch, last one about a month ago

finetuner jina-ai

66

1.5k

apache-2.0

27

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

bert jina finetuning fine-tuning openai-clip triplet-loss neural-search metric-learning siamese-network few-shot-learning negative-sampling pretrained-models transfer-learning similarity-learning

This repository has been archived (exclude archived)

Created 2021-08-11

686 commits to main branch, last one about a year ago

tensorflow-triplet-loss omoindrot

283

1.1k

mit

38

Implementation of triplet loss in TensorFlow

embeddings tensorflow triplet-loss online-triplet-mining

Created 2018-03-13

40 commits to master branch, last one 5 years ago

RingNet soubhiksanyal

170

823

mit

43

Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

face 2d-3d flame python 3d-data 3d-mesh ringnet 3d-models tensorflow flame-model 3d-landmarks triplet-loss deep-learning computer-vision morphable-model benchmark-datasets face-reconstruction 3d-face-reconstruction single-image-reconstruction

Created 2019-05-07

45 commits to master branch, last one about a year ago

UnsupervisedScalableRepresentationLearningTimeSeries White-Link

94

394

apache-2.0

18

Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments

pytorch time-series ucr-archive uea-archive neurips-2019 triplet-loss deep-learning neural-networks machine-learning time-series-classification

Created 2019-01-28

25 commits to master branch, last one 3 months ago

facenet-pytorch-glint360k tamerthamoqa

60

231

mit

8

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.

facenet pytorch multi-gpu lfw-dataset triplet-loss face-recognition pretrained-model vggface2-dataset

Created 2019-03-21

267 commits to master branch, last one 3 years ago

You-Only-Speak-Once Speaker-Identification

40

160

unknown

6

Deep Learning - one shot learning for speaker recognition using Filter Banks

audio speech deep-speaker triplet-loss deep-learning neural-network siamese-networks one-shot-learning speaker-recognition voice-authentication speaker-identification

Created 2019-11-20

43 commits to master branch, last one 4 years ago

TorchBlocks lonePatient

26

154

mit

8

A PyTorch-based toolkit for natural language processing

nlp bert pytorch advertising transformers triplet-loss siamese-network text-similarity text-classification relation-classification named-entity-recognition multilabel-classification

Created 2020-06-21

59 commits to master branch, last one about a year ago

Masked_Face_Recognition SamYuen101234

32

118

mit

5

2020/2021 HKUST CSE FYP Masked Facial Recognition, developer: Sam Yuen, Alex Xie, Tony Cheng

cnn hkust mtcnn arcface pytorch se-resnext efficientnet triplet-loss face-alignment computer-vision inceptionresnet machine-learning facial-recognition transfer-learining online-triplet-mining triplet-mining-sampler artificial-intelligence masked-face-recognition

Created 2020-09-10

64 commits to master branch, last one about a year ago

triplet-loss-pytorch alfonmedela

18

114

apache-2.0

5

Highly efficient PyTorch version of the Semi-hard Triplet loss ⚡️

pytorch triplet triplet-loss constellation loss-functions metric-learning pytorch-implementation

Created 2020-05-25

57 commits to master branch, last one 2 years ago

CGD leftthomas

18

106

unknown

5

A PyTorch implementation of CGD based on the paper "Combination of Multiple Global Descriptors for Image Retrieval"

cnn pytorch triplet-loss image-retrieval

Created 2019-09-30

107 commits to master branch, last one 4 years ago

now_evaluation soubhiksanyal

15

105

unknown

6

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 fac...

face 2d-3d flame python 3d-data 3d-mesh python3 flame-model 3d-landmarks triplet-loss face-alignment now-evaluation computer-vision 3d-face-alignment 3d-reconstruction benchmark-datasets face-reconstruction single-image-reconstruction face-reconstruction-challenge

Created 2021-02-11

47 commits to main branch, last one about a year ago

image_triplet_loss sanku-lib

47

102

unknown

6

Image similarity using Triplet Loss

tensorflow triplet-loss deep-learning cnn-tensorflow siamese-network image-processing image-similarity machine-learning

Created 2019-07-16

11 commits to master branch, last one 5 years ago

DFSpot-Deepfake-Recognition chinmaynehate

18

94

mit

3

Determine whether a given video sequence has been manipulated or synthetically generated

pytorch deepfakes fake-news efficientnet triplet-loss deep-learning faceforensics siamese-network ensemble-learning transfer-learning vision-transformers deep-neural-networks deepfakes-classification deepfake-detection-challenge

Created 2021-11-28

70 commits to master branch, last one 2 years ago

deepfakes_video_classification AKASH2907

18

67

mit

3

Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]

cnn rnn keras facenet celeb-df deepfakes tsne-plot triplet-loss deep-learning faceforensics face-forensics transfer-learning video-classification deepfakes-classification

Created 2020-01-08

42 commits to master branch, last one about a year ago

deep-metric-learning-tsinghua-dogs QuocThangNguyen

10

62

unknown

3

Dogs classification with Deep Metric Learning

pytorch triplet-loss proxy-nca-loss soft-triple-loss proxy-anchor-loss deep-metric-learning tsinghua-dogs-dataset fine-grained-classification

Created 2021-03-07

28 commits to master branch, last one 3 years ago

CARLA zamanzadeh

7

52

mit

2

CARLA: A self-supervised contrastive learning model for time series anomaly detection. Enhances anomaly detection by learning robust representations of time series data.

time-series triplet-loss deep-learning anomaly-detection contrastive-learning representation-learning self-supervised-learning time-series-anomaly-detection

Created 2024-07-29

19 commits to main branch, last one 9 days ago

keras-face-recognition Golbstein

18

49

unknown

4

Who is your doppelgänger and more with Keras face recognition

keras celeba facenet openface doppelganger triplet-loss facenet-model celeba-dataset siamese-network face-recognition facenet-trained-models

Created 2019-02-16

57 commits to master branch, last one about a year ago

A2CL-PT MichiganCOG

8

47

mit

5

Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization (ECCV 2020)

eccv eccv2020 activitynet center-loss triplet-loss action-localization adversarial-learning temporal-action-localization

Created 2020-07-15

9 commits to master branch, last one about a year ago

open-retrievals LongxingTan

9

39

apache-2.0

4

All-in-One: Text Embedding, Retrieval, Reranking and RAG in Transformers

llm nlp rag retrieval embeddings finetuning rag-rerank advanced-rag triplet-loss llm-rerankers rag-retrieval llm-embeddings sentence-embedding sentence-similarity contrastive-learning information-retrieval

Created 2024-03-08

85 commits to master branch, last one 20 days ago