fine-tuning-cnns 开源项目推荐（35 个）

cvjena /cnn-models

ImageNet 为 Caffe 框架提供带有批处理规范化的预训练模型

duggalrahul /AlexNet-Experiments-Keras

Code examples for training AlexNet using Keras and Theano

knjcode /mxnet-finetuner

An all-in-one Deep Learning toolkit for image classification to fine-tuning pretrained models using MXNet.

imatge-upc /sentiment-2017-imavis

From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction

cvjena /alpha_pooling

Code for our paper "Generalized Orderless Pooling Performs Implicit Salient Matching" published at ICCV 2017.

junyuseu /fine-tuning

Fine-tuning an already learned model, adapts the architecture to other datasets

nmeripo /Identifying-Clothing-Attributes

Pretrained VGG-16 network as feature extractor for Object Recognition (Python, Keras, Scikit-Learn)

d-misra /Multi-label-movie-poster-genre-classification

Keras implementation of multi-label classification of movie genres from IMDB posters

ysh329 /awesome-deep-learning-finetune-experience

This repository not only contains experience about parameter finetune, but also other in-practice experience such as model ensemble (boosting, bagging and stacking) in Kaggle or other competitions.

knjcode /pytorch-finetuner

该项目在 GitHub 上没有填写描述

CG1507 /quickcnn

QuickCNN is high-level library written in Python, and backed by the Keras, TensorFlow, and Scikit-learn libraries. It was developed to exercise faster experimentation with Convolutional Neural Networks(CNN). Majorly, it is intended to use the Google-Colaboratory to quickly play with the ConvNet architectures. It also allow to train on your local…

rishabhindoria /GPU-to-TPU

Switching from GPU to the future of Machine learning the TPU. Over 1 million images trained Resnet50 in under 20 mins compared to days or weeks on GPU and all for 0$ free on Google Colab Notebooks in Google Drive, clone repo and jump right in!!

KleinYuan /tf-ft

Implementation on tensorflow fine tuning of generic CNN based model

vikram-mm /Traffic-Sign-Detection-YOLO

Ongoing minor project

adityamwagh /power-cable-instance-segmentation

Mask RCNN model for instance segmentation of power cables for infrastructure inspection purposes.

LouisVanLangendonck /UPC-AML-ArchitectureImageClassif

Image classification using both non-DL and DL approaches. Some interesting techniques are included like SIFT-feature extraction and multiple kernel learning (MLK).

NikamRohan /Cats-vs-Dogs

Using Pytorch with Django To distinguish Cats from Dogs by Fine Tuning pretrained Model.

FidelM345 /FoodPredictor

A Convolution Neural Network Model for predicting various types of food.

abarankab /traffic-competition

Online machine learning competition for high school students.

anuvrat2407 /COVID-19_face_mask_detection

The project aims to detect the faces and to determine whether the person wears a face mask or not.