152 Open source projects that are alternatives of or similar to Mini Imagenet

35% faster than ResNet: Harmonic DenseNet, A low memory traffic network

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

Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition

Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

PyTorch implementation of Lambda Network and pretrained Lambda-ResNet

Corruption and Perturbation Robustness (ICLR 2019)

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

Label Studio is a multi-type data labeling and annotation tool with standardized output format

TensorFlow ImageNet - Training and SOTA checkpoints

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

A Harder ImageNet Test Set (CVPR 2021)

SimpleAICV:pytorch training example on ImageNet(ILSVRC2012)/COCO2017/VOC2007+2012 datasets.Include ResNet/DarkNet/RetinaNet/FCOS/CenterNet/TTFNet/YOLOv3/YOLOv4/YOLOv5/YOLOX.

Friendly machine learning for the web! 🤖

Segmentation models with pretrained backbones. PyTorch.

Train the HRNet model on ImageNet

Pytorch Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

PyTorch to Keras model convertor

Evaluation of the CNN design choices performance on ImageNet-2012.

Open Set Recognition

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

Pytorch code to generate adversarial examples on mnist and ImageNet data.

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

Unofficial PyTorch Reimplementation of RandAugment.

A collection of SOTA Image Classification Models in PyTorch

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

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

PyTorch implementation of PNASNet-5 on ImageNet

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

Comparison of famous convolutional neural network models

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

74.3% MobileNetV3-Large and 67.2% MobileNetV3-Small model on ImageNet

Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）

PyTorch-style and human-readable RegNet with a spectrum of pre-trained models

MobileNetV3 in pytorch and ImageNet pretrained models

Python scripts for performing object detection with the 1000 labels of the ImageNet dataset in ONNX. The repository combines a class agnostic object localizer to first detect the objects in the image, and next a ResNet50 model trained on ImageNet is used to label each box.

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

Keras/Tensorflow attention models including beit,botnet,CMT,CoaT,CoAtNet,convnext,cotnet,davit,efficientdet,efficientnet,fbnet,gmlp,halonet,lcnet,levit,mlp-mixer,mobilevit,nfnets,regnet,resmlp,resnest,resnext,resnetd,swin,tinynet,uniformer,volo,wavemlp,yolor,yolox

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".

A light-weight, power efficient, and general purpose convolutional neural network

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)

No.2 solution of Tianchi ImageNet Adversarial Attack Challenge.

ImageNet pre-trained models with batch normalization for the Caffe framework

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

PyTorch to Keras model convertor

Selective Classification For Deep Neural Networks.

🔥 Reproducibly benchmarking Keras and PyTorch models

Unofficial TensorFlow implementation of "AlexNet" architecture.

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

OpenMMLab Image Classification Toolbox and Benchmark

Tutorial for computer vision and machine learning in PHP 7/8 by opencv (installation + examples + documentation)