bottleneck-features

Here are 17 public repositories matching this topic...

RomanKornev / dogs-vs-cats-redux

99.7% accuracy solution for Dogs vs Cats Redux Kaggle competition

cat machine-learning deep-learning notebook jupyter-notebook dog ipython-notebook prediction kaggle ensemble bottleneck bottleneck-features xception

Updated Nov 2, 2017
Jupyter Notebook

CG1507 / quickcnn

Star

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

fauxneticien / bnf_cnn_qbe-std

Star

Query by example spoken term detection using bottleneck features and a convolutional neural network

cnn pytorch convolutional-neural-network speech-processing bottleneck-features qbe-std

Updated Nov 16, 2020
Python

JacobPolloreno / dog-breed-web-classifier

Star

Simple classifier in your browser to predict dog breeds using Flask and Keras/Tensorflow.

classifier flask deep-learning keras cnn inception transfer-learning cnn-keras keras-tensorflow resnet-50 dog-breed bottleneck-features

Updated Jun 26, 2017
Python

dhanushkamath / CIFAR-10

Star

An IPython notebook demonstrating the process of Transfer Learning using pre-trained Convolutional Neural Networks with Keras on the popular CIFAR-10 Image Classification dataset.

python machine-learning deep-neural-networks computer-vision deep-learning tensorflow keras data-visualization python3 artificial-intelligence classification image-classification tensorflow-tutorials keras-tutorials transfer-learning keras-classification-models keras-neural-networks keras-visualization tensorflow-examples bottleneck-features

Updated Jan 20, 2018
Jupyter Notebook

osadj / kaldi_nnet3

Star

Simple, yet fast, Python scripts to read Kaldi NNet3 models and compute bottleneck features

neural-networks kaldi speaker-recognition language-recognition bottleneck-features nnet3

Updated Oct 11, 2017
Python

cakmakaf / dog_breed_classifier

Star

Given an image of a dog, our algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

tensorflow keras image-processing cnn face-detection convolutional-neural-networks maxpooling resnet-50 global-average-pooling bottleneck-features xception

Updated Nov 25, 2018
HTML

matteodelv / PillRecogNet

Star

Part 1 of Undergraduate Thesis Project @ UniBo: implementation of a convolutional neural network to recognize pills from photos, based on VGG16, using transfer learning, fine tuning

keras convolutional-neural-networks transfer-learning fine-tuning bottleneck-features

Updated Mar 21, 2020
Python

seralexger / jax-image-classifier

Star

Image classifier with Jax and Elegy. Using as an input any net to get the bottleneck features.

deep-learning tensorflow keras image-classifier transfer-learning bottleneck-features jax elegy

Updated Feb 8, 2021
Jupyter Notebook

mohan-aditya05 / image-captioning

Star

Image captioning is the task of generating a caption for an image. We explore new models and analyse their performances. We will be using Tensorflow in this project.

tensorflow keras attention image-captioning vgg16 inceptionv3 rnn-tensorflow bottleneck-features

Updated Sep 5, 2020
Jupyter Notebook

sabau / dog-project

Star

deep-learning notebook tensorflow cnn regularization transfer-learning augmenting-data bottleneck-features

Updated Mar 12, 2018
Jupyter Notebook

sushantdhumak / Dog-Breed-Classifier

Star

Deep Learning Nanodegree Project : Given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied with an image of a human, the code will identify the resembling dog breed.

deep-neural-networks keras accuracy transfer-learning preprocessing vgg16 convolutional-neural-network keras-neural-networks detect-faces rmsprop resnet-50 cnn-architecture categorical-cross-entropy xception-model dog-breed bottleneck-features dog-breed-classifier validation-loss

Updated Nov 10, 2019
Jupyter Notebook

rainmaker29 / autoencoder-img-res

Star

An autoencoder that improves quality of a picture

image-processing autoencoder bottleneck-features image-resolution

Updated Apr 21, 2020
Jupyter Notebook

MedipalleTendulkar / CNN-Dog-Breed-Classifier

Star

Built an algorithm to identify canine breed given an image of a dog. If given image of a human, the algorithm identifies the dog breed that is most resembling.

cnn transfer-learning vgg16 resnet-50 bottleneck-features