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Search results for tensorflow loss functions

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17 search results found

Lovaszsoftmax ⭐ 941

Code for the Lovász-Softmax loss (CVPR 2018)

Fenchel Young Losses ⭐ 182

Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses

Active Contour Loss ⭐ 117

Implementation of active contour loss function

Sphereface ⭐ 95

🍑 This is a MNIST Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR 2017

Focal Loss ⭐ 70

TensorFlow implementation of focal loss

Improving MMD-GAN training with repulsive loss function

Semantic Segmentation With Mobilenetv3 ⭐ 50

TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

IQA: Deep Image Structure and Texture Similarity Metric

Regression Loss Functions In Time Series Forecasting Tensorflow ⭐ 22

This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting with different loss functions in Tensorflow. We have compared 14 regression loss functions performance on 4 different datasets.

Keras implementation of "DFNet: Discriminative feature extraction and integration network for salient object detection"

Nce Loss ⭐ 18

Tensorflow NCE loss in Keras

Hierarchical Categories Loss Tensorflow ⭐ 17

A loss function for categories with a hierarchical structure.

Online Soft Mining And Class Aware Attention Pytorch ⭐ 15

(Pytorch and Tensorflow) Implementation of Weighted Contrastive Loss (Deep Metric Learning by Online Soft Mining and Class-Aware Attention)

Triplet Loss ⭐ 14

Fine tune and train a CNN pre-trained on Imagenet dataset, using Triplet Loss

Tf_seq2seq_losses ⭐ 10

TensorFlow implementations of losses for sequence to sequence machine learning models

Semi Supervised_fcm_loss_for_segmentation ⭐ 8

Supervised and unsupervised loss functions for image segmentation based on the classical FCM objective function. (TensorFlow and PyTorch)

Lstm Cnn Sud ⭐ 7

Hybrid biLSTM and CNN architecture for Sentence Unit Detection

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