loss · GitHub Topics

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

beam-search ctc language-model handwriting-recognition speech-recognition recurrent-neural-networks loss Python opencl

Python 824

4 年前

Alibaba-MIIL / ASL

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

multi-label-classification loss detection classification

Python 741

2 年前

EndlessSora / focal-frequency-loss

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

generative-models autoencoder variational-autoencoder Generative Adversarial Network pix2pix loss image-reconstruction image-synthesis stylegan2 iccv2021 generic image-generation

Python 650

7 个月前

cavalleria / cavaface

#人脸识别#face recognition training project(pytorch)

face-recognition PyTorch Network loss arcface resnest apex randaugment mixup cosface ghostnet efficientnet

Python 468

3 年前

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

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+

semantic-segmentation image-segmentation Tensorflow Keras loss crf unet

Python 298

5 年前

ahmedbesbes / Neural-Network-from-scratch

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

neural-networks backpropagation NumPy 教程 Python loss

Jupyter Notebook 263

6 年前

Mephisto405 / Learning-Loss-for-Active-Learning

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

active-learning loss-functions loss

Python 218

5 年前

junqiangchen / VNet3D

Prostate MR Image Segmentation 2012

Medical imaging Tensorflow loss image-segmentation segmentation

Python 134

4 年前

VCasecnikovs / Yet-Another-YOLOv4-Pytorch

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

loss mosaic

Python 129

4 年前

OasisLMF / OasisLMF

Loss modelling framework.

risk vulnerability loss insurance

Python 126

6 天前

Vermeille / Torchelie

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

PyTorch utils perceptual loss Generative Adversarial Network vqvae torch

Python 110

3 个月前

usef-kh / fer

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

optimizers architecture tuning loss schedulers

Jupyter Notebook 105

2 年前

zhezh / focalloss

Focal Loss of multi-classification in tensorflow

loss 深度学习 classification Tensorflow focalloss

Python 80

6 年前

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

An implementation for mnist center loss training and visualization

Keras center loss mnist 可视化

Python 75

7 年前

dropbox / llama

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

Network 监控 telemetry loss latency Go

Go 63

6 年前

amirhfarzaneh / dacl

Deep Attentive Center Loss

loss emotion facial-expression-recognition attention center-loss

Python 61

1 个月前

junqiangchen / VNet

Prostate MR Image Segmentation 2012

Medical imaging segmentation-network bmp image-segmentation loss segmentation challenge

Python 60

5 年前

lonePatient / multi-sample_dropout_pytorch

a simple pytorch implement of Multi-Sample Dropout

loss PyTorch cifar10 resnet

Python 57

6 年前

andrijdavid / FocalLoss

Weighted Focal Loss for multilabel classification

PyTorch pytorch-implementation loss-functions loss

Python 54

6 年前

slryou41 / AnchorLoss

Implementation of "Anchor Loss: Modulating loss scale based on prediction difficulty"

loss

Python 53

4 年前