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fine-tuning-cnns

Here are 25 public repositories matching this topic...

cvjena / cnn-models

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

Updated Nov 26, 2017
Python

duggalrahul / AlexNet-Experiments-Keras

Code examples for training AlexNet using Keras and Theano

theano deep-learning keras feature-extraction convolutional-neural-networks fine-tuning-cnns

Updated Apr 10, 2017
Jupyter Notebook

knjcode / mxnet-finetuner

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

machine-learning deep-neural-networks deep-learning mxnet fine-tuning-cnns

Updated Nov 2, 2018
Jupyter Notebook

imatge-upc / sentiment-2017-imavis

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

computer-vision deep-learning sentiment cnn affective-computing sentiment-maps fine-tuning-cnns

Updated Sep 7, 2021
Python

cvjena / alpha_pooling

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

image-classification vgg16 fine-tuning-cnns fine-grained fine-tuning fine-grained-classification alpha-pooling

Updated Jan 3, 2018
Jupyter Notebook

junyuseu / fine-tuning

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

fine-tuning-cnns oxford102

Updated Oct 18, 2017
Python

nmeripo / Identifying-Clothing-Attributes

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

image recognition keras vgg16 fine-tuning-cnns fine-tuning

Updated Oct 25, 2017
Python

Multi-label-movie-poster-genre-classification

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

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

keras image-classification cnn-keras fine-tuning-cnns imagedatagenerator keras-tutorial movie-genre-classification multi-label-image-classification one-hot-encoding

Updated May 14, 2020
Jupyter Notebook

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.

practice deep-learning kaggle-competition ensemble-learning experience stacking fine-tuning-cnns boosting bagging finetune fine-tuning

Updated Oct 29, 2017

knjcode / pytorch-finetuner

deep-neural-networks deep-learning pytorch fine-tuning-cnns

Updated Oct 3, 2023
Python

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…

deep-learning tensorflow keras image-classification tensorboard transfer-learning convolutional-neural-network fine-tuning-cnns cnn-training bottleneck-features sklearn-library google-colaboratory

Updated Dec 29, 2018
Python

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!!

Updated May 4, 2019
Jupyter Notebook

KleinYuan / tf-ft

Implementation on tensorflow fine tuning of generic CNN based model

tensorflow vgg alexnet convolutional-neural-networks fine-tuning-cnns fine-tuning

Updated Oct 19, 2017
Python

vikram-mm / Traffic-Sign-Detection-YOLO

Ongoing minor project

tensorflow yolo fine-tuning-cnns fine-tuning belgium-traffic-sign-dataset traffic-sign-detction

Updated Sep 4, 2018
Python

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).

machine-learning architecture image-classification cnn-keras svm-classifier fine-tuning-cnns xception-model cnn-classification multiple-kernel-learning kernel-development

Updated Dec 26, 2022
Jupyter Notebook

adityamwagh / power-cable-instance-segmentation

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

deep-learning neural-network cnn fine-tuning-cnns mask-rcnn fine-tuning

Updated Aug 10, 2022
Jupyter Notebook

FidelM345 / FoodPredictor

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

neural-network cnn-keras fine-tuning-cnns cnn-for-visual-recognition cnn-model-tunning

Updated Oct 11, 2021
Jupyter Notebook

NikamRohan / Cats-vs-Dogs

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

django deep-neural-networks deep-learning django-framework pytorch pretrained-models vgg16 fine-tuning-cnns cats-vs-dogs pytorch-implmention

Updated May 12, 2020
Python

abarankab / traffic-competition

Online machine learning competition for high school students.

keras vgg16 traffic-sign-classification keras-tensorflow fine-tuning-cnns

Updated Oct 13, 2020
Jupyter Notebook

GolamMullick / Infant_FacialExpression_Recognition_CNN

classification convolutional-neural-networks infant facial-expression-recognition keras-tensorflow fine-tuning-cnns

Updated Sep 30, 2018
Python

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