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annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:PythonMIT53619 446 131

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:PythonApache-2.031404 309 905

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

Language:PythonGPL-3.022331 159 410

vision

Datasets, Transforms and Models specific to Computer Vision

Language:PythonBSD-3-Clause15958 432 3235

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

Language:Python4180 35 81

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

Language:PythonApache-2.03375 30 779

keras-applications

Reference implementations of popular deep learning models.

Language:PythonNOASSERTION1999 77 164

trashnet

Dataset of images of trash; Torch-based CNN for garbage image classification

Language:LuaMIT563 28 6

Basic_CNNs_TensorFlow2

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

Language:PythonMIT526 19 38

objectDetectionDatasets

目标检测数据集制作:VOC,COCO,YOLO等常用数据集格式的制作和互相转换脚本

Language:Python413 6 6

tensorflow-YOLO1

目标检测yolo算法，采用tensorflow框架编写，中文注释完全，含测试和训练，支持摄像头

Language:Python136 10 20

Pytorch-Base-Trainer

Pytorch分布式训练框架

Language:PythonMIT63 4 4

Garbage-Classification

基于 Pytorch 的垃圾识别与分类。本项目源于浙江大学光电学院课程设计。（程序仅供参考，很久没关注这方面内容了，为避免误导，相关问题不作回答）

Language:Python54 20

Waste-or-Garbage-Classification-Using-Deep-Learning

This model is created using pre-trained CNN architecture (VGG16 and RESNET50) via Transfer Learning that classifies the Waste or Garbage material (class labels =7) for recycling.

Language:Jupyter Notebook32 30

GoogleNet-BN

GoogleNet-BN,namely InceptionNetV2 based on pytorch.

Language:Python14 1 1

cnn-trash-classification

基于卷积神经网络的垃圾分类应用

Language:Jupyter NotebookWTFPL8 10

-

用VGG16模型进行简单的垃圾图像分类

Language:Python8 10

RubbishClassify

对比alexnet，googlenet，vgg，resnet在垃圾分类训练集的表现

Language:PythonApache-2.05 1 2

rubbish-classify

用预训练模型VGG16 实现垃圾分类

Language:Python2 10

smart_trash_can

检测靠近时，垃圾桶自动开盖并伴随滴一声，2秒后关盖发生震动时，垃圾桶自动开盖并伴随滴一声，2秒后关盖按下按键时，垃圾桶自动开盖并伴随滴一声，2秒后关盖

Language:C1 10