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githubharald /CTCDecoder

Star836

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

python opencl recurrent-neural-networks speech-recognition beam-search language-model handwriting-recognition ctc loss prefix-search ctc-loss token-passing best-path

UpdatedJan 31, 2026
Python

Alibaba-MIIL /ASL

Star788

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper

detection classification multi-label-classification loss

UpdatedAug 4, 2023
Python

EndlessSora /focal-frequency-loss

Star705

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

image-reconstruction generic generative-adversarial-network gan autoencoder image-generation spade pix2pix frequency-domain frequency-analysis loss variational-autoencoder generative-models image-synthesis complementary loss-function stylegan2 iccv2021

UpdatedAug 21, 2024
Python

cavalleria /cavaface

Star484

face recognition training project(pytorch)

network pytorch apex face-recognition loss mixup arcface amsoftmax cosface dataparallel efficientnet randaugment ghostnet resnest model-parallel circleloss arcnegface attention-irse resnet-irse curricularface

UpdatedNov 12, 2021
Python

1044197988 /Semantic-segmentation-of-remote-sensing-images

Star314

遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+

tensorflow crf keras image-segmentation unet semantic-segmentation iou loss

UpdatedApr 29, 2020
Python

ahmedbesbes /Neural-Network-from-scratch

Star264

Ever wondered how to code your Neural Network using NumPy, with no frameworks involved?

python tutorial numpy neural-networks backpropagation decision-boundary loss batch-gradient-descent

UpdatedDec 24, 2018
Jupyter Notebook

Mephisto405 /Learning-Loss-for-Active-Learning

Star222

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

active-learning loss-functions loss

UpdatedAug 4, 2020
Python

bluorion-com /ZClip

Star145

Official implementation of the paper: "ZClip: Adaptive Spike Mitigation for LLM Pre-Training".

loss gradient-clipping adaptive-gradient-clipping loss-spike adaptive-clipping zclip stable-llm-pretraining enable-high-learning-rate traning-stability pre-training-stability stable-training llm-stable-training gradient-norm-clipping

UpdatedNov 20, 2025
Python

OasisLMF /OasisLMF

Star137

Loss modelling framework.

insurance risk hazard vulnerability catastrophe-model reinsurance loss catastrophe-modelling

UpdatedFeb 20, 2026
Python

junqiangchen /VNet3D

Star136

Prostate MR Image Segmentation 2012

tensorflow medical-imaging segmentation image-segmentation mri-images vnet prostate loss vnet3d miccai-grand-challenge

UpdatedNov 30, 2020
Python

VCasecnikovs /Yet-Another-YOLOv4-Pytorch

Star133

YOLOv4 Pytorch implementation with all freebies and specials and 15+ more exclusive improvements. Easy to use!

mosaic eca loss yolov4-pytorch

UpdatedAug 3, 2021
Python

usef-kh /fer

Star111

Code for the paper "Facial Emotion Recognition: State of the Art Performance on FER2013"

architecture tuning vggnet loss fer schedulers fer2013 saliency-maps optimizers facial-emotions

UpdatedMay 7, 2023
Jupyter Notebook

Vermeille /Torchelie

Star110

Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.

utils torch pytorch gan perceptual loss vqvae

UpdatedDec 18, 2025
Python

zhezh /focalloss

Star80

Focal Loss of multi-classification in tensorflow

tensorflow classification deeplearning loss focalloss

UpdatedFeb 25, 2019
Python

shamangary /Keras-MNIST-center-loss-with-visualization

Star75

An implementation for mnist center loss training and visualization

visualization keras mnist center loss

UpdatedMar 2, 2018
Python

dropbox /llama

Star67

Library for testing and measuring network loss and latency between distributed endpoints.

go monitoring latency network telemetry loss

UpdatedMay 29, 2019
Go

amirhfarzaneh /dacl

Star61

Deep Attentive Center Loss

emotion attention wild facial-expression-recognition loss fer center-loss dacl attentive

UpdatedFeb 4, 2025
Python

junqiangchen /VNet

Star59

Prostate MR Image Segmentation 2012

challenge bmp medical-imaging segmentation image-segmentation python35 vnet tensroflow prostate loss segmentation-network groupnormalization

UpdatedJan 16, 2020
Python

lonePatient /multi-sample_dropout_pytorch

Star57

a simple pytorch implement of Multi-Sample Dropout

pytorch resnet cifar10 loss multi-sample-dropout

UpdatedAug 14, 2019
Python

andrijdavid /FocalLoss

Star56

Weighted Focal Loss for multilabel classification

pytorch loss-functions loss pytorch-implementation

UpdatedNov 6, 2018
Python

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