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focal-loss

Here are 82 public repositories matching this topic...

CoinCheung / pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

cuda pytorch ema triplet-loss label-smoothing focal-loss amsoftmax dice-loss mish lovasz-softmax partial-fc

Updated Oct 17, 2024
Python

lonePatient / BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

nlp crf pytorch chinese span ner albert bert softmax focal-loss adversarial-training labelsmoothing

Updated Mar 11, 2023
Python

pytorch-toolbelt

BloodAxe / pytorch-toolbelt

PyTorch extensions for fast R&D prototyping and Kaggle farming

python machine-learning deep-learning pipeline image-processing pytorch kaggle image-classification segmentation object-detection image-segmentation augmentation focal-loss tta jaccard-loss test-time-augmentation

Updated Nov 21, 2024
Python

implus / GFocal

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

detection inference classification object-detection dfl quality-estimation object-recognition focalloss one-stage focal-loss gfl anchor-free qfl single-stage neurips-2020 generalized-focal-loss dense-object-detection dense-detector dirac-delta-distribution

Updated Nov 24, 2020
Python

hyz-xmaster / VarifocalNet

VarifocalNet: An IoU-aware Dense Object Detector

object-detection mscoco focal-loss dense-object-detection varifocal-loss varifocalnet

Updated Mar 5, 2021
Python

Hsuxu / Loss_ToolBox-PyTorch

PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss

computer-vision deep-learning pytorch pytorch-implmention focal-loss focalloss-pytorch

Updated Dec 24, 2021
Jupyter Notebook

mvoelk / ssd_detectors

SSD-based object and text detection with Keras, SSD, DSOD, TextBoxes, SegLink, TextBoxes++, CRNN

keras ssd crnn textboxes focal-loss dsod seglink textboxespp densnet-seglink densnet-textboxespp virtual-batch-size gradient-accumulation distance-iou-loss shrikage-loss

Updated Feb 23, 2023
Jupyter Notebook

jrzaurin / LightGBM-with-Focal-Loss

An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems

python3 lightgbm imbalanced-data focal-loss

Updated Nov 9, 2019
Python

prstrive / UniMVSNet

[CVPR 2022] Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation

stereo multi-view-stereo 3d-reconstruction depth-estimation imbalanced-learning focal-loss dense-prediction

Updated Mar 11, 2022
Python

nicklashansen / voice-activity-detection

Voice Activity Detection (VAD) using deep learning.

deep-neural-networks deep-learning pytorch recurrent-neural-networks densenet convolutional-neural-networks voice-activity-detection focal-loss

Updated Oct 14, 2019
Jupyter Notebook

grib0ed0v / face_recognition.pytorch

Deep Face Recognition in PyTorch

computer-vision deep-learning pytorch face-recognition metric-learning landmark-detection lfw sphereface center-loss focal-loss arcface am-softmax mobilefacenet vggface2 cosface deep-face-recognition sv-softmax

Updated Apr 12, 2019
Python

HuiResearch / cail2019_track2

中国法研杯CAIL2019要素抽取任务第三名方案分享

multi-label-classification bert rcnn focal-loss cail2019

Updated Feb 8, 2021
Python

balanced-loss

fcakyon / balanced-loss

Easy to use class balanced cross entropy and focal loss implementation for Pytorch

python machine-learning computer-vision deep-learning pypi pytorch pip image-classification cvpr loss-functions cross-entropy focal-loss binary-crossentropy class-balanced-loss balanced-loss

Updated Jan 27, 2023
Python

zheng-yuwei / multi-label-classification

基于tf.keras的多标签多分类模型

tensorflow python3 multi-label-classification mixnet resnext ghm resnet-18 focal-loss resnet-v2 tensorflow-keras radam

Updated Oct 12, 2021
Python

Tony607 / Focal_Loss_Keras

Multi-class classification with focal loss for imbalanced datasets

keras classification focal-loss

Updated Oct 6, 2019
Jupyter Notebook

amirhosseinh77 / UNet-AerialSegmentation

A PyTorch implementation of U-Net for aerial imagery semantic segmentation.

pytorch aerial-imagery segmentation unet semantic-segmentation u-net focal-loss cross-entropy-loss iou-loss

Updated Oct 17, 2021
Python

abhuse / polyloss-pytorch

Polyloss Pytorch Implementation

deep-learning pytorch loss-functions focal-loss pytorch-implementation polyloss

Updated May 9, 2022
Python

Alireza-Akhavan / object-detection-notebooks

Object detection and localization with Tensorflow 2 and Keras

map computer-vision localization deep-learning tensorflow keras rpn object-detection iou retinanet focal-loss anchor-box

Updated Jul 18, 2021
Jupyter Notebook

catalyst-team / classification

Catalyst.Classification

python docker machine-learning deep-learning pipeline image-processing pytorch classification image-classification reproducibility catalyst augmentation focal-loss classification-pipeline

Updated Sep 13, 2021
Shell

asvspoof / D3M

D3M - Dynamic Data Discrepancy Mitigation for Anti-spoofing - Implementation of work Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection

speaker-verification focal-loss anti-spoofing

Updated Feb 15, 2023
Python

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