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loss-functions

Here are 147 public repositories matching this topic...

bermanmaxim / LovaszSoftmax

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Code for the Lovász-Softmax loss (CVPR 2018)

pytorch neural-networks image-segmentation loss-functions

Updated Feb 26, 2019
Jupyter Notebook

KaiyangZhou / pytorch-center-loss

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Pytorch implementation of Center Loss

python computer-vision deep-learning pytorch feature-learning loss-functions center-loss

Updated Mar 2, 2019
Python

pbaylies / stylegan-encoder

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Open

Conditional training

jodevak commented Nov 23, 2019

Thank you for open sourcing, can you please add how to train the conditional model in the documentation ? Thanks

Read more

good first issue help wanted

Open

about efficientnet

Open

Dlats stochastic clipping range

1

vandit15 / Class-balanced-loss-pytorch

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Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

computer-vision deep-learning pytorch loss-functions cvpr2019

Updated Jun 25, 2020
Python

happynear / AMSoftmax

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A simple yet effective loss function for face verification.

deep-learning face-recognition metric-learning loss-functions softmax

Updated Aug 3, 2018
MATLAB

cvqluu / Angular-Penalty-Softmax-Losses-Pytorch

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Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

pytorch face-recognition metric-learning speaker-recognition embedding loss-functions face-verification sphereface normface fashion-mnist arcface am-softmax fmnist-dataset loss-function

Updated Oct 5, 2020
Python

GT-RIPL / L2C

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Learning to Cluster. A deep clustering strategy.

deep-neural-networks deep-learning clustering artificial-intelligence supervised-learning semi-supervised-learning artificial-neural-networks transfer-learning unsupervised-learning loss-functions similarity-metric

Updated Jan 8, 2020
Python

THUFutureLab / gluon-face

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An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io

mxnet face-recognition pretrained-models gluon loss-functions sphereface center-loss arcface cosine-loss gluoncv

Updated Apr 14, 2020
Python

happynoom / DeepTrade

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A LSTM model using Risk Estimation loss function for stock trades in market

deep-learning neural-network stock lstm lstm-model loss-functions stock-prediction lstm-networks

Updated Aug 4, 2020
Python

umbertogriffo / focal-loss-keras

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Binary and Categorical Focal loss implementation in Keras.

deep-neural-networks deep-learning keras binary-classification loss-functions categorical-cross-entropy cross-entropy-loss

Updated May 21, 2021
Python

auraloss

csteinmetz1 / auraloss

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Collection of audio-focused loss functions in PyTorch

audio pytorch loss-functions

Updated Jul 14, 2021
Python

mblondel / fenchel-young-losses

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Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses

tensorflow sklearn pytorch loss-functions probabilistic-classification

Updated Jan 9, 2019
Python

xuuuuuuchen / Active-Contour-Loss

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Implementation of active contour loss function

deep-learning tensorflow keras segmentation loss-functions

Updated Jun 9, 2020
Python

dingkeyan93 / IQA-optimization

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Comparison of IQA models in Perceptual Optimization

optimization pytorch ssim loss-functions iqa image-quality-assessment vif steerable-filters lpips dists fsim

Updated Oct 7, 2020
Python

dingkeyan93 / DISTS

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IQA: Deep Image Structure and Texture Similarity Metric

optimization structure texture pytorch similarity loss-functions quality-metrics iqa image-quality-assessment dists

Updated May 22, 2020
Python

catboost / catboost-viewer

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Standalone application for plotting charts with different training statistics in a browser.

visualization javascript loss-functions

Updated Jul 18, 2017
JavaScript

YunYang1994 / SphereFace

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🍑 TensorFlow Code for CVPR 2017 paper "SphereFace: Deep Hypersphere Embedding for Face Recognition"

deep-learning tensorflow face-recognition loss-functions cvpr-2017 angular-softamx-loss

Updated May 17, 2019
Python

Mephisto405 / Learning-Loss-for-Active-Learning

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Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]

active-learning loss-functions loss

Updated Aug 4, 2020
Python

2dimageto3dmodel

NikolaZubic / 2dimageto3dmodel

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We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.

computer-vision deep-learning rendering computer-graphics voxel point-cloud pytorch mesh gan neural-networks shapenet 3d-reconstruction loss-functions shapenet-dataset cub-dataset pascal3d pose-prediction 3d-computer-graphics single-view-reconstruction kaolin

Updated Jun 24, 2021
Python

JuliaML / LossFunctions.jl

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Julia package of loss functions for machine learning.

machine-learning julia regression classification loss-functions

Updated Jul 28, 2021
Julia

artemmavrin / focal-loss

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TensorFlow implementation of focal loss

deep-learning tensorflow keras loss-functions

Updated May 28, 2021
Python

richardwth / MMD-GAN

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Improving MMD-GAN training with repulsive loss function

deep-learning tensorflow discriminator generative-adversarial-network gan dcgan generative-model mmd maximum-mean-discrepancy learning-rate loss-functions mmd-gan mmd-losses

Updated May 21, 2019
Python

junqiangchen / Image-Segmentation-Loss-Functions

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some loss functions of image segmentation

image-segmentation surface tensroflow loss-functions 2dversion 3dversion dice-loss

Updated Apr 22, 2020
Python

lidq92 / LinearityIQA

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Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment (ACM MM 2020)

regression loss-functions image-quality-assessment in-the-wild

Updated Jul 20, 2021
Python

AdeelH / pytorch-multi-class-focal-loss

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An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

machine-learning deep-learning neural-network pytorch classification loss-functions multiclass-classification retinanet implementation-of-research-paper pytorch-implementation imbalanced-classes

Updated May 25, 2021
Python

isi-vista / structure_via_consensus

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Towards Learning Structure via Consensus for Face Segmentation and Parsing (CVPR 2020)

structure consensus loss-functions encoder-decoder pixel-wise face-segmentation cvpr2020

Updated Nov 21, 2020
Jupyter Notebook

OniroAI / Semantic-segmentation-with-MobileNetV3

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TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

docker computer-vision deep-learning neural-network notebook makefile tensorflow cnn segmentation jupyter-notebooks semantic-segmentation loss-functions augmentation cnn-training cnn-segmentation person-segmentation mobilenetv3 cnn-architectures

Updated Jun 17, 2021
Python

andrijdavid / FocalLoss

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Weighted Focal Loss for multilabel classification

pytorch loss-functions loss pytorch-implementation

Updated Nov 6, 2018
Python

RuiminChen / GIouloss_CIouloss_caffe

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Caffe version Generalized & Distance & Complete Iou loss Implementation for Faster RCNN/FPN bbox regression

computer-vision deep-learning neural-networks faster-rcnn object-detection loss-functions intersection-over-union fpn

Updated Dec 9, 2019
Cuda

HiLab-git / ACELoss

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Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"

loss-functions medical-image-segmentation active-contour-model

Updated Jan 10, 2021
Python

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