focal-loss

There are 4 repositories under focal-loss topic.

CoinCheung / pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
pytorch dice-loss triplet-loss amsoftmax cuda label-smoothing focal-loss mish ema lovasz-softmax partial-fc
Language:Python 2127
lonePatient / BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
chinese nlp ner bert softmax crf span pytorch albert focal-loss adversarial-training labelsmoothing
Language:Python 1996
pytorch-toolbelt
BloodAxe / pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
pytorch kaggle image-classification image-segmentation deep-learning segmentation python image-processing machine-learning focal-loss jaccard-loss tta test-time-augmentation augmentation object-detection pipeline
Language:Python 1487
implus / GFocal
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
focal-loss focalloss generalized-focal-loss gfl object-detection one-stage qfl dfl dense-object-detection dense-detector single-stage object-recognition quality-estimation dirac-delta-distribution detection classification inference anchor-free neurips-2020
Language:Python 564
hyz-xmaster / VarifocalNet
VarifocalNet: An IoU-aware Dense Object Detector
object-detection dense-object-detection varifocal-loss focal-loss mscoco varifocalnet
Language:Python 342
Hsuxu / Loss_ToolBox-PyTorch
PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss
deep-learning focal-loss pytorch pytorch-implmention computer-vision focalloss-pytorch
Language:Jupyter Notebook 325
mvoelk / ssd_detectors
SSD-based object and text detection with Keras, SSD, DSOD, TextBoxes, SegLink, TextBoxes++, CRNN
keras ssd dsod textboxes seglink textboxespp crnn densnet-seglink densnet-textboxespp virtual-batch-size gradient-accumulation focal-loss distance-iou-loss shrikage-loss
Language:Jupyter Notebook 302
jrzaurin / LightGBM-with-Focal-Loss
An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems
focal-loss imbalanced-data lightgbm python3
Language:Python 236
prstrive / UniMVSNet
[CVPR 2022] Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation
3d-reconstruction dense-prediction depth-estimation focal-loss imbalanced-learning multi-view-stereo stereo
Language:Python 221
nicklashansen / voice-activity-detection
Voice Activity Detection (VAD) using deep learning.
deep-learning deep-neural-networks recurrent-neural-networks convolutional-neural-networks densenet pytorch focal-loss voice-activity-detection
Language:Jupyter Notebook 182
grib0ed0v / face_recognition.pytorch
Deep Face Recognition in PyTorch
face-recognition deep-learning computer-vision landmark-detection deep-face-recognition pytorch arcface cosface focal-loss metric-learning am-softmax center-loss vggface2 lfw sphereface sv-softmax mobilefacenet
Language:Python 151
huanghuidmml / cail2019_track2
中国法研杯CAIL2019要素抽取任务第三名方案分享
bert cail2019 focal-loss multi-label-classification rcnn
Language:Python 137
zheng-yuwei / multi-label-classification
基于tf.keras的多标签多分类模型
tensorflow tensorflow-keras ghm focal-loss resnet-v2 resnet-18 mixnet python3 resnext multi-label-classification radam
Language:Python 84
Tony607 / Focal_Loss_Keras
Multi-class classification with focal loss for imbalanced datasets
keras focal-loss classification
Language:Jupyter Notebook 82
balanced-loss
fcakyon / balanced-loss
Easy to use class balanced cross entropy and focal loss implementation for Pytorch
binary-crossentropy class-balanced-loss cross-entropy focal-loss loss-functions python pytorch balanced-loss cvpr pip pypi computer-vision deep-learning image-classification machine-learning
Language:Python 78
amirhosseinh77 / UNet-AerialSegmentation
A PyTorch implementation of U-Net for aerial imagery semantic segmentation.
unet u-net semantic-segmentation segmentation pytorch aerial-imagery cross-entropy-loss focal-loss iou-loss
Language:Python 64
abhuse / polyloss-pytorch
Polyloss Pytorch Implementation
deep-learning focal-loss loss-functions polyloss pytorch pytorch-implementation
Language:Python 39
Alireza-Akhavan / object-detection-notebooks
Object detection and localization with Tensorflow 2 and Keras
object-detection keras deep-learning tensorflow computer-vision retinanet iou localization anchor-box rpn map focal-loss
Language:Jupyter Notebook 38
catalyst-team / classification
Catalyst.Classification
pytorch deep-learning machine-learning pipeline python image-classification classification classification-pipeline image-processing focal-loss augmentation reproducibility docker catalyst
Language:Shell 36
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 anti-spoofing focal-loss
Language:Python 28
bokbokbok
orchardbirds / bokbokbok
Custom Loss Functions and Evaluation Metrics for XGBoost and LightGBM
lightgbm xgboost evaluation-metrics loss-functions custom-loss-functions rmspe focal-loss binary-classification regression
Language:Python 25
SomeoneDistant / Lightweight-Face-Recognition
A sample code for Lightweight Face Recognition competition ICCV2019
python pytorch resnet arcface face-recognition focal-loss
Language:Python 24
jimitshah77 / Focal-CTC-OMR
Focal CTC for End-To-End OMR task with Class Imbalance, SangCTC (Part I)
ctc-loss tensorflow python deep-learning computer-vision optical-music-recognition sangctc focalctc focal-loss focal-ctc sang-ctc end-to-end class-imbalance crnn crnn-ocr
Language:Jupyter Notebook 22
Kahhann92 / FaceMask-recognition
此一project是由清华大学医学院的姚非凡与郑家瀚共同开发完成，这里运用了三个目标检测模型，来找到图像里的人脸，以及他们是否有带口罩，是个目标检测+2分类问题。这一readme.md文件是为了帮助使用者如何正确使用我们的code。我们使用FasterRCNN可达到0.7的mAP[.5:.95]。
face face-mask faster-rcnn ssd focal-loss detectron2
Language:Jupyter Notebook 18
saadwazir / HistoSeg
HistoSeg is an Encoder-Decoder DCNN which utilizes the novel Quick Attention Modules and Multi Loss function to generate segmentation masks from histopathological images with greater accuracy. This repo contains the code to Test and Train the HistoSeg
monuseg monuseg-challenge histological-images histology-images segmentation semantic-segmentation attention-mechanism self-attention nuclie-segmentation dice-loss focal-loss medical-image-segmentation image-segmentation glas segmentation-models unet deeplab-v3-plus unet-segmentation histological-image-segmentation
Language:Python 18
MingtaoGuo / RetinaNet_TensorFlow
Implementation of RetinaNet (focal loss) by TensorFlow (object detection)
retinanet object-detection tensorflow focal-loss
Language:Python 16
elnino9ykl / ERF-PSPNet
Pytorch code of Sequential/Hierarchical ERFNet with PSPNet for real-time semantic segmentation
erfnet erf-pspnet real-time-semantic-segmentation pytorch focal-loss data-augmentation
Language:Python 14
yakhyo / crack-segmentation
🚧 | Road crack segmentation using PyTorch
crack-segmentation pytorch-segmentation segmentation unet-pytorch road-crack-segmentation dice-loss focal-loss
Language:Jupyter Notebook 13
yl-jiang / YOLOSeries
YOLO Series
yolo object-detection deep-learning yolov5 yolox pytorch-implementation anchor-free anchor-based pytorch python3 retinanet focal-loss fpn yolov7 yolov8 fcos
Language:Python 13
utahnlp / therapist-observer
Code for the ACL 2019 paper "Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes"
acl2019 attention behavior-coding dialog elmo focal-loss hierarchical-attention-networks psychotherapy transformer-encoder
Language:Python 12
bragancas / VNet_PyTorch-Atriaseg2018
An image segmentation project using PyTorch to segment the Left Atrium in 3D Late gadolinium enhanced - cardiac MR images of the human heart.
pytorch deep-learning convolutional-neural-networks vnet3d cardiac-segmentation vnet attention-mechanism boto3 image-segmentation focal-loss boundary-losses dice-coefficient
Language:Python 10
cjf8899 / simple_tool_pytorch
:package:Simple Tool Box with Pytorch
autoaugment focal-loss label-smoothing mixup random-erasing-augment warmup-cosine-lr
Language:Python 10
gazelle93 / Multiclass-Focal-loss-pytorch
This is an implementation of multi-class focal loss in PyTorch.
multiclass focal-loss pytorch
Language:Python 10
cjymz886 / modeling-data-imbalance-with-different-losses
compare the performance of cross entropy, focal loss, and dice loss in solving the problem of data imbalance
data-imbalance focal-loss dice-loss cross-entropy
Language:Python 8
wildoctopus / cbloss
Pytorch implementation of Class Balanced Loss based on Effective number of Samples
class-balanced-loss focal-loss focalloss imbalanced-classification pytorch-implementation cbloss classbalancedloss
Language:Python 7
junqiangchen / KiPA2022-Challenge
KiPA2022——Multi-Structure Segment for Renal Cancer Treatment.
ct dice focal-loss kidney pytorch unet3d kidneytumor
Language:Python 6

focal-loss

CoinCheung / pytorch-loss

lonePatient / BERT-NER-Pytorch

BloodAxe / pytorch-toolbelt

implus / GFocal

hyz-xmaster / VarifocalNet

Hsuxu / Loss_ToolBox-PyTorch

mvoelk / ssd_detectors

jrzaurin / LightGBM-with-Focal-Loss

prstrive / UniMVSNet

nicklashansen / voice-activity-detection

grib0ed0v / face_recognition.pytorch

huanghuidmml / cail2019_track2

zheng-yuwei / multi-label-classification

Tony607 / Focal_Loss_Keras

fcakyon / balanced-loss

amirhosseinh77 / UNet-AerialSegmentation

abhuse / polyloss-pytorch

Alireza-Akhavan / object-detection-notebooks

catalyst-team / classification

asvspoof / D3M

orchardbirds / bokbokbok

SomeoneDistant / Lightweight-Face-Recognition

jimitshah77 / Focal-CTC-OMR

Kahhann92 / FaceMask-recognition

saadwazir / HistoSeg

MingtaoGuo / RetinaNet_TensorFlow

elnino9ykl / ERF-PSPNet

yakhyo / crack-segmentation

yl-jiang / YOLOSeries

utahnlp / therapist-observer

bragancas / VNet_PyTorch-Atriaseg2018

cjf8899 / simple_tool_pytorch

gazelle93 / Multiclass-Focal-loss-pytorch

cjymz886 / modeling-data-imbalance-with-different-losses

wildoctopus / cbloss

junqiangchen / KiPA2022-Challenge