lrp's starred repositories
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
PlotNeuralNet
Latex code for making neural networks diagrams
tensorflow2_tutorials_chinese
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
Awesome-PyTorch-Chinese
【干货】史上最全的PyTorch学习资源汇总
awesome-knowledge-distillation
Awesome Knowledge Distillation
Awesome-Knowledge-Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
Teacher-free-Knowledge-Distillation
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
CS224n-winter-together
an Open Course Platform for Stanford CS224n (2020 Winter)
Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
arcface-tf2
ArcFace unofficial Implemented in Tensorflow 2.0+ (ResNet50, MobileNetV2). "ArcFace: Additive Angular Margin Loss for Deep Face Recognition" Published in CVPR 2019. With Colab.
InsightFace-tensorflow
Tensoflow implementation of InsightFace (ArcFace: Additive Angular Margin Loss for Deep Face Recognition).
DynamicReLU
Implementation of Dynamic ReLU on Pytorch
SphereFace
🍑 TensorFlow Code for CVPR 2017 paper "SphereFace: Deep Hypersphere Embedding for Face Recognition"
finetune_classification
使用 TensorFlow 进行 finetuning 的通用分类模型
understaing-datasets-estimators-tfrecords
Try to use tf.estimator and tf.data together to train a cnn model.
margindistillation
MarginDistillation: distillation for margin-based softmax
Spoken-language-identification
方言分类，pytorch
unified-embedding
Code and instruction on replicating the experiments done in paper: Unified Hypersphere Embedding for Speaker Recognition
VGGVox-PyTorch
Implementing VGGVox for Speaker Identification on VoxCeleb1 dataset in PyTorch.
ghostvlad-speaker
An tensorflow implementation of ghostvlad for speaker recognition
Adaptively-Parametric-RELU-pytorch
An unofficial implementation of （Adaptively Parametric Rectifier Linear Unit，APReLU）.
voxceleb_triplet-loss
A Pytorch implementation of triplet loss on VoxCeleb1
vggvox-pytorch
Implementation of the VGGVox network in PyTorch.