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loss-functions

Here are 95 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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Open

Inappropriate description

ILTShade commented Sep 21, 2018

in the center_loss.py, the shape of ground truth label should be (batch_size), not num_classes
and I think it can be good, if you decrease using of cuda() in center_loss.py

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pbaylies / stylegan-encoder

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StyleGAN Encoder - converts real images to latent space

deep-neural-networks deep-learning generative-adversarial-network gan neural-networks perceptual-losses loss-functions resnet-50

Updated Dec 29, 2019
Jupyter Notebook

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

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 Nov 28, 2019
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

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

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 Dec 16, 2019
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

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 Aug 22, 2019
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 Apr 16, 2020
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

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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🍑 This is a MNIST Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR 2017

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

Updated May 17, 2019
Python

JuliaML / LossFunctions.jl

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Julia package of loss functions for machine learning.

machine-learning julia regression classification loss-functions

Updated Jun 1, 2020
Julia

Paralysis / ringloss

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PyTorch implementation of Ring Loss. Modified based on https://arxiv.org/abs/1803.00130

deep-neural-networks pytorch face-recognition loss-functions

Updated Sep 5, 2018
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

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

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 May 7, 2020
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

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 Oct 11, 2019
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

andrijdavid / FocalLoss

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Weighted Focal Loss for multilabel classification

pytorch loss-functions loss pytorch-implementation

Updated Nov 6, 2018
Python

eggie5 / NCE-loss

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Tensorflow NCE loss in Keras

deep-learning word2vec keras recsys loss-functions softmax nce nce-loss

Updated Oct 6, 2018
Python

marcbelmont / hierarchical-categories-loss-tensorflow

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A loss function for categories with a hierarchical structure.

tensorflow loss-functions loss categorical-cross-entropy

Updated Sep 27, 2018
Python

Balupurohit23 / IOU-for-bounding-box-regression-in-Keras

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IOU as loss for object detection tasks and IOU as metric for object detection tasks

python deep-learning keras deep object-detection metric loss-functions iou loss detection-tasks bounding-box-regression

Updated Mar 30, 2018
Python

m-clark / introduction-to-machine-learning

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A document covering machine learning basics. 🤖

📊

machine-learning r neural-network random-forest svm cross-validation regularization knn loss-functions bias-variance

Updated Mar 26, 2019
R

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 Apr 29, 2020
Python

shivsondhi / Triplet-Loss

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Fine tune and train a CNN pre-trained on Imagenet dataset, using Triplet Loss

tensorflow keras neural-networks python-3 loss-functions triplet-loss

Updated Apr 20, 2018
Python

ppriyank / -Online-Soft-Mining-and-Class-Aware-Attention-Pytorch

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(Pytorch and Tensorflow) Implementation of Weighted Contrastive Loss (Deep Metric Learning by Online Soft Mining and Class-Aware Attention)

tensorflow pytorch loss-functions deep-metric-learning personreid online-soft-mining

Updated Oct 21, 2019
Python

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