458 Open source projects that are alternatives of or similar to Dna

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

Facial Expression Recognition using Residual Masking Network

Build a full-featured home server or NAS replacement with an Ubuntu box and this playbook.

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

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

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 with Deep Learning in Keras / Tensorflow

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

Introduction to deep learning with Tensorflow.

TensorFlow models accelerated with NVIDIA TensorRT

Large scale and asynchronous Hyperparameter Optimization at your fingertip.

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

Python REST API to detect images with adult content

SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

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

Powerful and efficient Computer Vision Annotation Tool (CVAT)

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

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

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

Photo gallery for self-hosted personal servers

Building a Neural Network that classifies faces using OpenCV and Tensorflow

.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/

ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)

NAS-Bench-201 API and Instruction

This project shows how to use CoreML and Vision with a pre-trained deep learning SSD (Single Shot MultiBox Detector) model. There are many variations of SSD. The one we’re going to use is MobileNetV2 as the backbone this model also has separable convolutions for the SSD layers, also known as SSDLite. This app can find the locations of several di…

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

Implement Differentiable Architecture Search (DARTS) for RNN with fastai

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

🎒 Bag of Visual words (BoW) approach for object classification and detection in images together with SIFT feature extractor and SVM classifier.

Final Project of the Udacity AI Programming with Python Nanodegree

a mini-package-manager for QNAP NAS

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

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

An AI based application to identify currency and gives audio feedback.

Classifying the Blur and Clear Images

experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN acc

A collection of SOTA Image Classification Models in PyTorch

An example of using Tensorflow with Unity for image classification and object detection.

Use machine learning in AppInventor, with easy training using text, images, or numbers through the Machine Learning for Kids website.

a distributed Hyperband implementation on Steroids

This project is a kind of implementation of SpineNet(CVPR 2020) using mmdetection.

Federated Learning Library: https://fedml.ai

Image classification of wildflowers using deep residual learning and convolutional neural nets

TensorFlow ImageNet demo using ROS sensor_msgs/Image

[NeurIPS 2021] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

High-performance Vision library in Python. Scale your research, not boilerplate.

Deploying Keras models using TensorFlow Serving and Flask

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

Tensorflow based training and classification scripts for text, images, etc

Etiketai is an online tool designed to label images, useful for training AI models

[CVPR 2020] MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning

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.

Train the HRNet model on ImageNet

Food classification using deep learning

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

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

implement AlexNet with C / convolutional nerual network / machine learning / computer vision

Implementation of EfficientNet model. Keras and TensorFlow Keras.

A curated list of deep learning image classification papers and codes