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loss-functions

Here are 192 public repositories matching this topic...

BoltzmannEntropy / interviews.ai

Open

Display Issues

1

hu-po commented Jan 6, 2022

Love the book! Ran into this display issue when viewing it on Chrome's PDF viewer:

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good first issue Formatting issues LaTeX issue

bermanmaxim / LovaszSoftmax

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

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

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

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help wanted good first issue

Open

about efficientnet

Open

Dlats stochastic clipping range

1

vandit15 / Class-balanced-loss-pytorch

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

computer-vision deep-learning pytorch loss-functions cvpr2019

Updated Aug 17, 2021
Python

happynear / AMSoftmax

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

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

auraloss

csteinmetz1 / auraloss

Collection of audio-focused loss functions in PyTorch

audio pytorch loss-functions

Updated May 5, 2022
Python

GT-RIPL / L2C

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

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

THUFutureLab / gluon-face

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

umbertogriffo / focal-loss-keras

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 Jun 22, 2022
Python

dingkeyan93 / DISTS

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

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

2dimageto3dmodel

NikolaZubic / 2dimageto3dmodel

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 Dec 12, 2021
Python

mblondel / fenchel-young-losses

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

Implementation of active contour loss function

deep-learning tensorflow keras segmentation loss-functions

Updated Jun 9, 2020
Python

Mephisto405 / Learning-Loss-for-Active-Learning

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

active-learning loss-functions loss

Updated Aug 4, 2020
Python

artemmavrin / focal-loss

TensorFlow implementation of focal loss

deep-learning tensorflow keras loss-functions

Updated May 28, 2021
Python

catboost / catboost-viewer

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

visualization javascript loss-functions

Updated Jul 18, 2017
JavaScript

JuliaML / LossFunctions.jl

Julia package of loss functions for machine learning.

machine-learning julia regression classification loss-functions

Updated May 31, 2022
Julia

YunYang1994 / SphereFace

🍑 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

AdeelH / pytorch-multi-class-focal-loss

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 Jun 18, 2022
Python

richardwth / MMD-GAN

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

sasidhar-programmer / Tensorflow_Advance_Techniques

deeplearning.ai Tensorflow advance techniques specialization

tensorflow coursera model-architecture resnet object-detection loss-functions rcnn mask-rcnn siamese-network deeplearning-ai imagesegmentation unet-image-segmentation tensorflow-advance tensorflow-features github-tensorflow

Updated Jan 16, 2021
Jupyter Notebook

lidq92 / LinearityIQA

[official] 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 Jun 22, 2022
Python

kahnchana / opl

Official repository for "Orthogonal Projection Loss" (ICCV'21)

deep-learning classification loss-functions

Updated Nov 29, 2021
Python

alfonmedela / triplet-loss-pytorch

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

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

Updated Jul 11, 2022
Python

junqiangchen / Image-Segmentation-Loss-Functions

some loss functions of image segmentation

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

Updated Apr 22, 2020
Python

isi-vista / structure_via_consensus

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

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