645 Open source projects that are alternatives of or similar to general_backbone

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

🙄 Difficult algorithm, Simple code.

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

🔥🔥NSFW implement in pytorch（色情图&性感图识别，本程序经过了线上大数据集测试，性能优异效果良好）🔥🔥

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same

Supervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data

A list of popular deep learning models related to classification, segmentation and detection problems

Efficient Learning of Augmentation Policy Schedules

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

猫狗大战

Deep learning codes and projects using Python

More readable and flexible yolov5 with more backbone(resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer) and (cbam，dcn and so on), and tensorrt

Multiclass image classification using Convolutional Neural Network

No description or website provided.

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

PyTorch implementation of RICAP (Random Image Cropping And Patching)

Computer vision library for wildfire detection

A treasure chest for image classification powered by PaddlePaddle

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)

Keras implementation of a ResNet-CAM model

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

OpenMMLab Image Classification Toolbox and Benchmark

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

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

A list of popular deep learning models related to classification, segmentation and detection problems

ResNet for Cifar10

Ensemble code for Resnet in Tensorflow slim

Unofficial Pytorch implementation of Deep Compression in CIFAR10

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

Python REST API to detect images with adult content

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

PyTorch implementation of DeepDream algorithm

A machine learning exercise, using KNN to classify deforested areas

This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.

Serving TensorFlow models with TensorFlow Serving 📙

Deep Learning Applications (Darknet - YOLOv3, YOLOv4 | DeOldify - Image Colorization, Video Colorization | Face-Recognition) with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.

Filter Backbone resources with ease

A PyTorch toolkit with 8 popular deep active learning query methods implemented.

Reading data into tensorflow using tf.data function

PiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging

Keras implementation of InceptionV4 Paper

speechpro.com/

Differentiable elastic deformations for N-dimensional images (Python, SciPy, NumPy, TensorFlow, PyTorch).

Intelligent APIs aim to make machine learning (ML) tasks easier for UWP developers to leverage in their applications without needing ML expertise or creating a new model.

Food classification using deep learning

A simple image dataset EDA tool (CLI / Code)

Reference implementations of popular DL models missing from keras-applications & keras-contrib

This project is to use deep learning to auto classify the scene images with limited amount of training images.

A time series signal analysis and classification framework

Korean Easy Data Augmentation

A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.

CBAM implementation on TensorFlow Slim

GUI-based software for training, evaluating and applying deep neural nets for image classification

TrackNet for badminton tracking using tensorflow2

NSFW classify model implemented with tensorflow.

Building a Neural Network that classifies faces using OpenCV and Tensorflow

MVVM-flavored example CRUD app with Backbone.Marionette + Backbone.stickit + Browserify

ImVisible: Pedestrian Traffic Light Dataset, Neural Network, and Mobile Application for the Visually Impaired (CAIP '19, ICCVW'19)

Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟