Hans Gaiser hgaiser

hgaiser / oid-classes-segmentable.csv

Last active September 2, 2023 07:48

List of classes from the OpenImages dataset that are segmentable.

hgaiser / mnist_cnn.py

Created August 15, 2019 10:01

MNIST CNN code using tf.keras

	'''Trains a simple convnet on the MNIST dataset.

	Gets to 99.25% test accuracy after 12 epochs
	(there is still a lot of margin for parameter tuning).
	16 seconds per epoch on a GRID K520 GPU.
	'''

	from __future__ import print_function
	import tensorflow as tf
	from tensorflow.keras.datasets import mnist

hgaiser / flow.cpp

Created February 26, 2019 15:17

	#include "fizyr_flow.hpp"

	void Variable::operator=(std::any v) {
	// Copy the new value.
	value = v;

	// Check if we can run ops that haven't been executed yet.
	for (auto const & op: operators)
	if (op->inputsReady() && !op->executed()) {
	op->_execute();

hgaiser / train.py

Created June 29, 2018 18:29

	#!/usr/bin/env python

	"""
	Copyright 2017-2018 Fizyr (https://fizyr.com)

	Licensed under the Apache License, Version 2.0 (the "License");
	you may not use this file except in compliance with the License.
	You may obtain a copy of the License at

	http://www.apache.org/licenses/LICENSE-2.0

hgaiser / batch_size.ipynb

Last active February 14, 2018 16:11

keras retinanet batch size test