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addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

aerialdetection

aerialdetection-master

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-autodl

A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.

awesome-imbalanced-learning

A curated list of awesome imbalanced learning papers, codes, frameworks, and libraries. | 类别不平衡学习：论文、代码、框架与库

awesome-longtailed-recognition

awesome-nas-papers

Awesome Neural Architecture Search Papers

awesome-of-long-tailed-recognition

A curated list of long-tailed recognition resources.

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

dsfd_pytorch

pytorch 实现的DSFD， 更高效更简洁

facedetection-dsfd

facial-expression-recognition.pytorch

A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.112% (state-of-the-art) in FER2013 and 94.64% in CK+ dataset

faster-rcnn-pytorch

这是一个faster-rcnn的pytorch实现的库，可以利用voc数据集格式的数据进行训练。

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

interactive-multi-class-tiny-object-detection

masr

中文语音识别; Mandarin Automatic Speech Recognition;

naspapers

Paper lists of neural architecture search (NAS)

onnx-yolov5

deploy yolov5 in c++

plotneuralnet

Latex code for making neural networks diagrams

pymaxflow

Python library for creating flow networks and computing the maxflow/mincut (aka graph-cuts for Python)

pytorch-groupnormalization

Pytorch implementation of group normalization in https://arxiv.org/abs/1803.08494 (Following the PyTorch Style)

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

pytorch-resnet

Convert resnet trained in caffe to pytorch model. (group norm resnet is provided too)

r2cnn_faster-rcnn_tensorflow

Rotational region detection based on Faster-RCNN.

rfcn_couplenet.pytorch

A Pytorch Implementation of R-FCN/CoupleNet, transfer from https://github.com/princewang1994/R-FCN.pytorch

sood

SOOD: Towards Semi-Supervised Oriented Object Detection [CVPR 2023]