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
amsoftmax cuda dice-loss ema focal-loss label-smoothing lovasz-softmax mish partial-fc pytorch triplet-loss
Language:Python 2185
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 2097
pytorch-toolbelt
BloodAxe / pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
augmentation deep-learning focal-loss image-classification image-processing image-segmentation jaccard-loss kaggle machine-learning object-detection pipeline python pytorch segmentation test-time-augmentation tta
Language:Python 1520
implus / GFocal
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
anchor-free classification dense-detector dense-object-detection detection dfl dirac-delta-distribution focal-loss focalloss generalized-focal-loss gfl inference neurips-2020 object-detection object-recognition one-stage qfl quality-estimation single-stage
Language:Python 585
hyz-xmaster / VarifocalNet
VarifocalNet: An IoU-aware Dense Object Detector
dense-object-detection focal-loss mscoco object-detection varifocal-loss varifocalnet
Language:Python 349
Hsuxu / Loss_ToolBox-PyTorch
PyTorch Implementation of Focal Loss and Lovasz-Softmax Loss
computer-vision deep-learning focal-loss focalloss-pytorch pytorch pytorch-implmention
Language:Jupyter Notebook 333
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 243
prstrive / UniMVSNet
[CVPR 2022] Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation
multi-view-stereo depth-estimation dense-prediction focal-loss imbalanced-learning 3d-reconstruction stereo
Language:Python 229
nicklashansen / voice-activity-detection
Voice Activity Detection (VAD) using deep learning.
convolutional-neural-networks deep-learning deep-neural-networks densenet focal-loss pytorch recurrent-neural-networks voice-activity-detection
Language:Jupyter Notebook 192
grib0ed0v / face_recognition.pytorch
Deep Face Recognition in PyTorch
am-softmax arcface center-loss computer-vision cosface deep-face-recognition deep-learning face-recognition focal-loss landmark-detection lfw metric-learning mobilefacenet pytorch sphereface sv-softmax vggface2
Language:Python 152
HuiResearch / cail2019_track2
**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 139
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 89
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 85
Tony607 / Focal_Loss_Keras
Multi-class classification with focal loss for imbalanced datasets
classification focal-loss keras
Language:Jupyter Notebook 82
amirhosseinh77 / UNet-AerialSegmentation
A PyTorch implementation of U-Net for aerial imagery semantic segmentation.
aerial-imagery cross-entropy-loss focal-loss iou-loss pytorch segmentation semantic-segmentation u-net unet
Language:Python 72
abhuse / polyloss-pytorch
Polyloss Pytorch Implementation
deep-learning focal-loss loss-functions polyloss pytorch pytorch-implementation
Language:Python 41
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 39
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
anti-spoofing focal-loss speaker-verification
Language:Python 30
bokbokbok
orchardbirds / bokbokbok
Custom Loss Functions and Evaluation Metrics for XGBoost and LightGBM
binary-classification custom-loss-functions evaluation-metrics focal-loss lightgbm loss-functions regression rmspe xgboost
Language:Python 28
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
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 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
yakhyo / crack-segmentation
🛣️🔍 | Road crack segmentation using UNet in PyTorch > Implementation of different loss functions (i.e Focal, Dice, Dice + CE)
crack-segmentation dice-loss focal-loss pytorch-segmentation road-crack-segmentation segmentation unet-pytorch
Language:Jupyter Notebook 17
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
yl-jiang / YOLOSeries
YOLO Series
anchor-based anchor-free deep-learning fcos focal-loss fpn object-detection python3 pytorch pytorch-implementation retinanet yolo yolov5 yolov7 yolov8 yolox
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 11
cjf8899 / simple_tool_pytorch
:package:Simple Tool Box with Pytorch
mixup autoaugment warmup-cosine-lr label-smoothing random-erasing-augment focal-loss
Language:Python 10
gazelle93 / Multiclass-Focal-loss-pytorch
This is an implementation of multi-class focal loss in PyTorch.
focal-loss multiclass 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 9
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 9
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

HuiResearch / cail2019_track2

fcakyon / balanced-loss

zheng-yuwei / multi-label-classification

Tony607 / Focal_Loss_Keras

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

saadwazir / HistoSeg

Kahhann92 / FaceMask-recognition

yakhyo / crack-segmentation

MingtaoGuo / RetinaNet_TensorFlow

elnino9ykl / ERF-PSPNet

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