fwt1226

fwt1226's Stars

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python32.9k3189504.8k

• facebookresearch/fairseq

  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

  Language:Python30.8k4244.2k6.4k

• open-mmlab/mmdetection

  OpenMMLab Detection Toolbox and Benchmark

  Language:Python30.1k3728.4k9.5k

• d2l-ai/d2l-en

  Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

  Language:Python24.5k4202964.4k

• xmu-xiaoma666/External-Attention-pytorch

  🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

  Language:Python11.7k103831.9k

• Cadene/pretrained-models.pytorch

  Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

  Language:Python9.1k2141811.8k

• jadore801120/attention-is-all-you-need-pytorch

  A PyTorch implementation of the Transformer model in "Attention is All You Need".

  Language:Python9k971812k

• IntelLabs/distiller

  Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

  Language:Jupyter Notebook4.4k132350800

• Kyubyong/transformer

  A TensorFlow Implementation of the Transformer: Attention Is All You Need

  Language:Python4.3k1101601.3k

• rob-med/awesome-TS-anomaly-detection

  List of tools & datasets for anomaly detection on time-series data.

  3k10812454

• kakaobrain/fast-autoaugment

  Official Implementation of 'Fast AutoAugment' in PyTorch.

  Language:Python1.6k4259194

• lxztju/pytorch_classification

  利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

  Language:Jupyter Notebook1.4k1453339

• google-research/multilingual-t5

  Language:Python1.3k2148128

• vandit15/Class-balanced-loss-pytorch

  Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"

  Language:Python7871119120

• mit-han-lab/amc

  [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

  Language:Python4361725115

• alex-berard/seq2seq

  Attention-based sequence to sequence learning

  Language:Python3892630122

• AFAgarap/cnn-svm

  An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

  Language:Python3711116132

• nuclearboy95/Anomaly-Detection-PatchSVDD-PyTorch

  Language:Python251122956

• byungjae89/SPADE-pytorch

  PyTorch implementation of "Sub-Image Anomaly Detection with Deep Pyramid Correspondences"

  Language:Python24072244

• gmayday1997/SmallObjectAugmentation

  Simple implementation of augmentation for small object detection

  Language:Python2193345

• fxmeng/RMNet

  RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.

  Language:Python21272429

• mtyylx/MLND

  Udacity Machine Learning Nano Degree Courses

  Language:Jupyter Notebook20184107

• multi30k/dataset

  Multi30k Dataset

  Language:Smalltalk17711556

• zhaocq-nlp/NJUNMT-tf

  An open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.

  Language:Python9915241

• Robust-Jay/SSD-Resnet-Attention-FeatureFusion

  SSD 改进：backbone增加resnet，并针对resnet加入attention机制，为了充分利用细节特征和语义特征，还加入了特征融合模型

  Language:Python7431321

• YangHan-Morningstar/garbage_classification_pro

  通过目标检测+图片识别模型对图片中的垃圾进行分类、通过双向LSTM+一维卷积混合模型对物体名称进行垃圾分类

  Language:Python431207

• ORCA-Uboat/FloW-Dataset

  A dataset for floating waste detection in inland waters.

  31494

• realwecan/mju-waste

  The MJU-Waste dataset from our Sensors paper "A Multi-level Approach to Waste Object Segmentation".

  23235

• baidawu/TSD-TSD-for-small-pest-object-detection

  Language:Python4

• datuizhuang/channel_prune

  channel prune for resnet

  Language:Python2111