TensorFlow template application for deep learning

Handwritten Korean Character Recognition with TensorFlow and Android

Feed your own image data to a pre-trained network by tensorflow

tensorflow prediction using c++ api

Functions for creating tfrecords for TensorFlow models.

A one stop shop for all of your activity recognition needs.

Pytorch and TensorFlow data loaders for several audio datasets

TFRecorder makes it easy to create TensorFlow records (TFRecords) from Pandas DataFrames and CSVs files containing images or structured data.

Try to use tf.estimator and tf.data together to train a cnn model.

Extending Keras to support tfrecord dataset

Date Reading Blocks for Python

TensorFlow Input Pipeline Examples based on multi-thread and FIFOQueue

Train a 4-layer Convolutional Neural Network to detect trigger word

parse WIDER FACE dataset to tensorflow tfrecord format for object detection api

tensorflow object detection api helper tool ( custom object detection )

TensorFlow TFRecord reader CLI tool

Sparse learning in TensorFlow using data acquired from Spark.

A tensorflow batteries included kit to write tensorflow networks from scratch or use existing ones.

Implement lenet and vgg19 by tensorflow with dataset mnist using tfrecord

A course project that detect cells in image by a simple full convolution neural network. The project is driven by TensorFlow.

This is my first Internship Project on Deep Learning. This is a challenge of WIDER Face Benchmark whose aim is to detect faces in the images in any condition of various poses, illuminations and occlusions. And we managed to get the accuracy of 91% in detecting every type of images.

💾 Convert .hdf5 files to TFRecords

Face recognition using Tensorflow

Create TFRecords files from R

SSD MobileNet v1 Trained on LISA Traffic Sign dataset

GCS specific notebooks and scripts to download VOC 2007, COCO 2017 and DIV2K Datasets and create TFRecords.

Object detection and recognition for blind person using Raspberry Pi

A tensorflow template with TF Dataset API, TFRecords and TF Custom Estimator for multi-class image classificaiton task

Follow Official Tensorflow's retrain.py, which is an example script that shows how one can adapt a pretrained network for other classification problems. This repository improved with quick data read and process to make the training more efficient.