imagenet-dataset 开源项目推荐（58 个）

szq0214 /MEAL-V2

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

sacmehta /EdgeNets

This repository contains the source code of our work on designing efficient CNNs for computer vision

floydhub /imagenet

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

isabek /XmlToTxt

ImageNet file xml format to Darknet text format

Jasonlee1995 /ImageNet-1K

ImageNet-1K data download, processing for using as a dataset

minar09 /VGG16-PyTorch

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

poloclub /jpeg-defense

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

qilong-zhang /Pytorch_Universal-adversarial-perturbation

A PyTorch implementation of universal adversarial perturbation (UAP) which is more easy to understand and implement.

princetonvisualai /imagenet-face-obfuscation

Code for the paper "A Study of Face Obfuscation in ImageNet"

HaydenFaulkner /VideoYOLO

Object Detection for Video with MXNet and GluonCV using YOLOv3

jianguoz /Transfer-Learning

We use pretrained networks VGGnet, AlexNet, GoogLeNet, ResNet which trained on the ImageNet dataset as a feature extractor to classify images.

feifeibear /Distributed-ResNet-Tensorflow

A Distributed ResNet on multi-machines each with one GPU card.

xternalz /SDPoint

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks

rodrigobdz /lrp

Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curve.

reachsumit /tensorflow-mobilenet-which-car-is-that

Android app containing an Image classifier based on transfer learning CNN using Tensorflow 1.4.1 on Stanford's Imagenet cars dataset

matakshay /Neural_Image_Caption_Generator

Deep Learning model which uses Computer Vision and NLP to generate captions for images

BenediktAlkin /ImageNetSubsetGenerator

Creates subsets of ImageNet (e.g. ImageNet100)

morpheusthewhite /Faster-RCNN-TensorFlow-Python3.5

Tensorflow Faster R-CNN for Windows and Python 3.5

nerminsamet /houghnet-vid

[TPAMI-22] Bottom-up, voting based video object detection method

mr7495 /image-classification-spatial

A novel architecture for enhancing image classification. Reference paper: https://arxiv.org/abs/2104.12294