python_code stringlengths 0 679k | repo_name stringlengths 9 41 | file_path stringlengths 6 149 |
|---|---|---|
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
#
# This document should comply with PEP-8 Style Guide
# Linter: pylint
"""
Interface for setting up and creating a model in Tensorflow.
"""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
im... | DIGITS-master | digits/tools/tensorflow/model.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
#
# This document should comply with PEP-8 Style Guide
# Linter: pylint
"""
Digits default Tensorflow Ops as helper functions.
"""
import functools
import tensorflow as tf
from tensorflow.python.client import device_lib
STAGE_TRAIN = 'train'
STAGE_VAL ... | DIGITS-master | digits/tools/tensorflow/utils.py |
# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: caffe_tf.proto
import sys
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
from... | DIGITS-master | digits/tools/tensorflow/caffe_tf_pb2.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
#
# This document should comply with PEP-8 Style Guide
# Linter: pylint
"""
Interface for data loading for Tensorflow.
Data loading is done through a data loading factory,that will setup
the correct functions for the respective backends.
"""
from __futu... | DIGITS-master | digits/tools/tensorflow/tf_data.py |
#!/usr/bin/env python2
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
#
# This document should comply with PEP-8 Style Guide
# Linter: pylint
"""
TensorFlow training executable for DIGITS
Defines the training procedure
Usage:
See the self-documenting flags below.
"""
from __future__ import absolute... | DIGITS-master | digits/tools/tensorflow/main.py |
#!/usr/bin/env python2
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
#
# This document should comply with PEP-8 Style Guide
# Linter: pylint
"""
TensorFlow training executable for DIGITS
Defines the training procedure
Usage:
See the self-documenting flags below.
"""
from __future__ import absolute... | DIGITS-master | digits/tools/tensorflow/gan_grid.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import imp
import os
import platform
import re
import subprocess
import sys
from . import option_list
from digits import device_query
from digits.utils import parse_version
def load_from_envvar(envvar):
"... | DIGITS-master | digits/config/caffe.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import tempfile
from . import option_list
import digits
if 'DIGITS_MODE_TEST' in os.environ:
value = tempfile.mkdtemp()
elif 'DIGITS_JOBS_DIR' in os.environ:
value = os.environ['DIGITS_JOBS_... | DIGITS-master | digits/config/jobs_dir.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
# Create this object before importing the following imports, since they edit the list
option_list = {}
from . import ( # noqa
caffe,
gpu_list,
jobs_dir,
log_file,
torch,
server_name,
... | DIGITS-master | digits/config/__init__.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import platform
from . import option_list
if 'DIGITS_SERVER_NAME' in os.environ:
value = os.environ['DIGITS_SERVER_NAME']
else:
value = platform.node()
option_list['server_name'] = value
| DIGITS-master | digits/config/server_name.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from . import option_list
def test_tf_import():
"""
Tests if tensorflow can be imported, returns if it went okay and optional error.
"""
try:
import tensorflow # noqa
return True
... | DIGITS-master | digits/config/tensorflow.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from urlparse import urlparse
from . import option_list
def validate(value):
if value == '':
return value
valid_url_list = list()
if isinstance(value, str):
url_list = va... | DIGITS-master | digits/config/store_option.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import logging
import os
from . import option_list
import digits
def load_logfile_filename():
"""
Return the configured log file or None
Throws an exception only if a manually specified log file i... | DIGITS-master | digits/config/log_file.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from . import option_list
import digits.device_query
option_list['gpu_list'] = ','.join([str(x) for x in xrange(len(digits.device_query.get_devices()))])
| DIGITS-master | digits/config/gpu_list.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from . import option_list
def find_executable(path=None):
"""
Finds th on the given path and returns it if found
If path is None, searches through PATH
"""
if path is None:
... | DIGITS-master | digits/config/torch.py |
# Copyright (c) 2016, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from . import option_list
option_list['url_prefix'] = os.environ.get('DIGITS_URL_PREFIX', '')
| DIGITS-master | digits/config/url_prefix.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from digits.job import Job
from digits.utils import subclass
# NOTE: Increment this every time the pickled object changes
PICKLE_VERSION = 1
@subclass
class DatasetJob(Job):
"""
A Job that creates a d... | DIGITS-master | digits/dataset/job.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .images import ImageClassificationDatasetJob, GenericImageDatasetJob
from .generic import GenericDatasetJob
from .job import DatasetJob
__all__ = [
'ImageClassificationDatasetJob',
'GenericImageDat... | DIGITS-master | digits/dataset/__init__.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from flask_wtf import Form
from wtforms.validators import DataRequired
from digits import utils
class DatasetForm(Form):
"""
Defines the form used to create a new Dataset
(abstract class)
"""
... | DIGITS-master | digits/dataset/forms.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import flask
import werkzeug.exceptions
from . import images as dataset_images
from . import generic
from digits import extensions
from digits.utils.routing import job_from_request, request_wants_json
from digi... | DIGITS-master | digits/dataset/views.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os.path
import re
import sys
import digits
from digits import utils
from digits.task import Task
from digits.utils import subclass, override
# NOTE: Increment this every time the pickled object
PICKLE_V... | DIGITS-master | digits/dataset/tasks/parse_s3.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import re
import sys
import digits
from digits.task import Task
from digits.utils import subclass, override
# NOTE: Increment this every time the pickled version changes
PICKLE_VERSION = 1
@subclas... | DIGITS-master | digits/dataset/tasks/create_generic_db.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .analyze_db import AnalyzeDbTask
from .create_db import CreateDbTask
from .create_generic_db import CreateGenericDbTask
from .parse_folder import ParseFolderTask
from .parse_s3 import ParseS3Task
__all__ =... | DIGITS-master | digits/dataset/tasks/__init__.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os.path
import re
import sys
import digits
from digits.task import Task
from digits.utils import subclass, override
# NOTE: Increment this every time the pickled object
PICKLE_VERSION = 1
@subclass
cl... | DIGITS-master | digits/dataset/tasks/analyze_db.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os.path
import re
import sys
import digits
from digits import utils
from digits.task import Task
from digits.utils import subclass, override
# NOTE: Increment this every time the pickled object
PICKLE_V... | DIGITS-master | digits/dataset/tasks/parse_folder.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os.path
import re
import sys
import digits
from digits import utils
from digits.task import Task
from digits.utils import subclass, override
# NOTE: Increment this every time the pickled version changes... | DIGITS-master | digits/dataset/tasks/create_db.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from ..job import DatasetJob
# NOTE: Increment this every time the pickled object changes
PICKLE_VERSION = 1
class ImageDatasetJob(DatasetJob):
"""
A Job that creates an image dataset
"""
def... | DIGITS-master | digits/dataset/images/job.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .classification import * # noqa
from .generic import * # noqa
from .job import ImageDatasetJob
__all__ = ['ImageDatasetJob']
| DIGITS-master | digits/dataset/images/__init__.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import wtforms
from wtforms import validators
from ..forms import DatasetForm
from .job import ImageDatasetJob
from digits import utils
class ImageDatasetForm(DatasetForm):
"""
Defines the form used t... | DIGITS-master | digits/dataset/images/forms.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os.path
# Find the best implementation available
try:
from cStringIO import StringIO
except ImportError:
from StringIO import StringIO
import flask
import PIL.Image
import digits
from digits im... | DIGITS-master | digits/dataset/images/views.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from ..job import ImageDatasetJob
from digits.dataset import tasks
from digits.status import Status
from digits.utils import subclass, override, constants
# NOTE: Increment this every time the pickle... | DIGITS-master | digits/dataset/images/classification/job.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .job import ImageClassificationDatasetJob
__all__ = ['ImageClassificationDatasetJob']
| DIGITS-master | digits/dataset/images/classification/__init__.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import json
import os
import shutil
import tempfile
# Find the best implementation available
try:
from cStringIO import StringIO
except ImportError:
from StringIO import StringIO
from bs4 import Beauti... | DIGITS-master | digits/dataset/images/classification/test_views.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os.path
import requests
import wtforms
from wtforms import validators
from ..forms import ImageDatasetForm
from digits import utils
from digits.utils.forms import validate_required_iff, validate_greater... | DIGITS-master | digits/dataset/images/classification/forms.py |
#!/usr/bin/env python2
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
"""
Functions for creating temporary datasets
Used in test_views
"""
from __future__ import absolute_import
import argparse
from collections import defaultdict
import os
import time
import numpy as np
import PIL.Image
def cr... | DIGITS-master | digits/dataset/images/classification/test_imageset_creator.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import shutil
# Find the best implementation available
try:
from cStringIO import StringIO
except ImportError:
from StringIO import StringIO
import caffe_pb2
import flask
import PIL.Image
fr... | DIGITS-master | digits/dataset/images/classification/views.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from ..job import ImageDatasetJob
from digits.dataset import tasks
from digits.utils import subclass, override, constants
# NOTE: Increment this every time the pickled object changes
PICKLE_VERSION = 1
@subcl... | DIGITS-master | digits/dataset/images/generic/job.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .job import GenericImageDatasetJob
__all__ = ['GenericImageDatasetJob']
| DIGITS-master | digits/dataset/images/generic/__init__.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import json
import os
import tempfile
from bs4 import BeautifulSoup
from .test_lmdb_creator import create_lmdbs
from digits import test_utils
import digits.test_views
# May be too short on a slow system
TIMEO... | DIGITS-master | digits/dataset/images/generic/test_views.py |
#!/usr/bin/env python2
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
"""
Functions for creating temporary LMDBs
Used in test_views
"""
from __future__ import absolute_import
import argparse
import os
import sys
import time
# Find the best implementation available
try:
from cStringIO import ... | DIGITS-master | digits/dataset/images/generic/test_lmdb_creator.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os.path
import wtforms
from wtforms import validators
from ..forms import ImageDatasetForm
from digits import utils
from digits.utils.forms import validate_required_iff
class GenericImageDatasetForm(I... | DIGITS-master | digits/dataset/images/generic/forms.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import flask
from .forms import GenericImageDatasetForm
from .job import GenericImageDatasetJob
from digits import utils
from digits.dataset import tasks
from digits.webapp import scheduler
from digits.utils.fo... | DIGITS-master | digits/dataset/images/generic/views.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from ..job import DatasetJob
from digits.dataset import tasks
from digits.utils import subclass, override, constants
# NOTE: Increment this every time the pickled object changes
PICKLE_VERSION = 1
@subclass
c... | DIGITS-master | digits/dataset/generic/job.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .job import GenericDatasetJob
__all__ = ['GenericDatasetJob']
| DIGITS-master | digits/dataset/generic/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import json
import os
import tempfile
import unittest
from bs4 import BeautifulSoup
import numpy as np
import PIL.Image
import digits.test_views
from digits import extensions
from digits import test_utils
from... | DIGITS-master | digits/dataset/generic/test_views.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import wtforms
from wtforms import validators
from ..forms import DatasetForm
from digits import utils
class GenericDatasetForm(DatasetForm):
"""
Defines the form used to create a new GenericDatasetJo... | DIGITS-master | digits/dataset/generic/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
# Find the best implementation available
try:
from cStringIO import StringIO
except ImportError:
from StringIO import StringIO
import caffe_pb2
import flask
import matplotlib as mpl
import mat... | DIGITS-master | digits/dataset/generic/views.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import flask
import functools
import re
import werkzeug.exceptions
from .routing import get_request_arg, request_wants_json
def get_username():
return get_request_arg('username') or \
flask.reques... | DIGITS-master | digits/utils/auth.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from HTMLParser import HTMLParser
import time
class StoreCache():
def __init__(self, ttl=86400):
self.expiration_time = time.time() + ttl
self.ttl = ttl
self.cache = None
def ... | DIGITS-master | digits/utils/store.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import unittest
from . import parse_version
from digits import test_utils
test_utils.skipIfNotFramework('none')
class TestParseVersion():
def test_equality(self):
for v1, v2 in [
... | DIGITS-master | digits/utils/test_utils.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import hashlib
import os.path
import platform
import re
import shutil
def get_tree_size(start_path):
"""
return size (in bytes) of filesystem tree
"""
if not os.path.exists(start_path):
... | DIGITS-master | digits/utils/filesystem.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
# Datasets
TRAIN_FILE = 'train.txt'
TRAIN_DB = 'train_db'
VAL_FILE = 'val.txt'
VAL_DB = 'val_db'
TEST_FILE = 'test.txt'
TEST_DB = 'test_db'
MEAN_FILE_IMAGE = 'mean.jpg'
# Classification jobs
LABELS_FILE = 'labels.txt'
DEFAULT_BATCH_SIZE = 16
# Caff... | DIGITS-master | digits/utils/constants.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import tempfile
# Find the best implementation available
try:
from cStringIO import StringIO
except ImportError:
from StringIO import StringIO
import mock
from nose.tools import assert_raises... | DIGITS-master | digits/utils/test_image.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import time
def print_time(t, ref_time=None):
lt = time.localtime(t)
# ref_time is for testing
if ref_time is None:
now = time.localtime()
else:
now = time.localtime(ref_time)
... | DIGITS-master | digits/utils/time_filters.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import inspect
from io import BlockingIOError
import locale
import math
import os
import pkg_resources
import platform
from random import uniform
from urlparse import urlparse
if not platform.system() == 'Windo... | DIGITS-master | digits/utils/__init__.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from werkzeug.datastructures import FileStorage
import wtforms
from wtforms import SubmitField
from wtforms import validators
from wtforms.compat import string_types
from digits.utils.routing import get_request... | DIGITS-master | digits/utils/forms.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import random
import shutil
import tempfile
from nose.tools import assert_raises
from . import filesystem as fs
from digits import test_utils
test_utils.skipIfNotFramework('none')
class TestTreeS... | DIGITS-master | digits/utils/test_filesystem.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import flask
import werkzeug.exceptions
def job_from_request():
"""
Returns the job after grabbing job_id from request.args or request.form
Raises werkzeug.exceptions
"""
from digits.webapp... | DIGITS-master | digits/utils/routing.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import lmdb
class DbReader(object):
"""
Reads a database
"""
def __init__(self, location):
"""
Arguments:
location -- where is the database
"""
self._db... | DIGITS-master | digits/utils/lmdbreader.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import re
import time
from digits import test_utils
from digits import utils
test_utils.skipIfNotFramework('none')
class TestTimeFilters():
def test_print_time(self):
# Pass in a reference tim... | DIGITS-master | digits/utils/test_time_filters.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
class DigitsError(Exception):
"""
DIGITS custom exception
"""
pass
class DeleteError(DigitsError):
"""
Errors that occur when deleting a job
"""
pass
class LoadImageError(DigitsError):
"""
Errors that occu... | DIGITS-master | digits/utils/errors.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import math
import os.path
import requests
# Find the best implementation available
try:
from cStringIO import StringIO
except ImportError:
from StringIO import StringIO
import numpy as np
import PIL.I... | DIGITS-master | digits/utils/image.py |
# Preferred settings for this model is:
# Training epochs = 80
# Crop Size = 224
# Learning Rate = 0.001
# Under advanced learning rate options:
# Step Size = 10.0
# Gamma = 0.96
# The auxillary branches as spcified in the original googlenet V1 model do exist in this implementation of
# googlenet but it is not used. T... | DIGITS-master | digits/standard-networks/tensorflow/googlenet.py |
from model import Tower
from utils import model_property
import tensorflow as tf
import tensorflow.contrib.slim as slim
import utils as digits
class UserModel(Tower):
@model_property
def inference(self):
x = tf.reshape(self.x, shape=[-1, self.input_shape[0], self.input_shape[1], self.input_shape[2]])... | DIGITS-master | digits/standard-networks/tensorflow/lenet.py |
from model import Tower
from utils import model_property
import tensorflow as tf
import tensorflow.contrib.slim as slim
import utils as digits
class UserModel(Tower):
@model_property
def inference(self):
x = tf.reshape(self.x, shape=[-1, self.input_shape[0], self.input_shape[1], self.input_shape[2]])... | DIGITS-master | digits/standard-networks/tensorflow/vgg16.py |
# Preferred settings for this model is:
# Base Learning Rate = 0.001
# Crop Size = 224
from model import Tower
from utils import model_property
import tensorflow as tf
import tensorflow.contrib.slim as slim
import utils as digits
class UserModel(Tower):
@model_property
def inference(self):
x = tf.re... | DIGITS-master | digits/standard-networks/tensorflow/alexnet.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
import os
import shutil
import urllib
class DataDownloader(object):
"""Base class for downloading data and setting it up for DIGITS"""
def __init__(self, outdir, clean=False, file_extension='png'):
"""
Arguments:
ou... | DIGITS-master | digits/download_data/downloader.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
import cPickle
import os
import tarfile
import PIL.Image
from downloader import DataDownloader
class Cifar100Downloader(DataDownloader):
"""
See details about the CIFAR100 dataset here:
http://www.cs.toronto.edu/~kriz/cifar.html
"... | DIGITS-master | digits/download_data/cifar100.py |
DIGITS-master | digits/download_data/__init__.py | |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
import cPickle
import os
import tarfile
import PIL.Image
from downloader import DataDownloader
class Cifar10Downloader(DataDownloader):
"""
See details about the CIFAR10 dataset here:
http://www.cs.toronto.edu/~kriz/cifar.html
"""... | DIGITS-master | digits/download_data/cifar10.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
import argparse
import sys
import time
from cifar10 import Cifar10Downloader
from cifar100 import Cifar100Downloader
from mnist import MnistDownloader
if __name__ == '__main__':
parser = argparse.ArgumentParser(description='Download-Data tool -... | DIGITS-master | digits/download_data/__main__.py |
# Copyright (c) 2015-2017, NVIDIA CORPORATION. All rights reserved.
import gzip
import os
import struct
import numpy as np
import PIL.Image
from downloader import DataDownloader
class MnistDownloader(DataDownloader):
"""
See details about the MNIST dataset here:
http://yann.lecun.com/exdb/mnist/
"... | DIGITS-master | digits/download_data/mnist.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .data import * # noqa
from .view import * # noqa
| DIGITS-master | digits/extensions/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
class VisualizationInterface(object):
"""
A visualization extension
"""
def __init__(self, **kwargs):
pass
@staticmethod
def get_config_form():
"""
Return a for... | DIGITS-master | digits/extensions/view/interface.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import copy
from pkg_resources import iter_entry_points
from . import boundingBox
from . import imageOutput
from . import imageSegmentation
from . import rawData
# Entry point group (this is the key we use to ... | DIGITS-master | digits/extensions/view/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .view import Visualization
__all__ = ['Visualization']
| DIGITS-master | digits/extensions/view/imageSegmentation/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from flask_wtf import Form
from digits import utils
from digits.utils import subclass
@subclass
class ConfigForm(Form):
"""
A form used to display the network output as an image
"""
colormap =... | DIGITS-master | digits/extensions/view/imageSegmentation/forms.py |
"""Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved."""
from __future__ import absolute_import
import json
import os
import matplotlib as mpl
import matplotlib.pyplot as plt
import numpy as np
import PIL.Image
import skfmm
import digits
from digits.utils import subclass, override
from digits.utils.c... | DIGITS-master | digits/extensions/view/imageSegmentation/view.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .view import Visualization
__all__ = ['Visualization']
| DIGITS-master | digits/extensions/view/imageOutput/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from flask_wtf import Form
from digits import utils
from digits.utils import subclass
@subclass
class ConfigForm(Form):
"""
A form used to display the network output as an image
"""
channel_or... | DIGITS-master | digits/extensions/view/imageOutput/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import PIL.Image
import PIL.ImageDraw
import digits
from digits.utils import subclass, override
from .forms import ConfigForm
from ..interface import VisualizationInterface
CONFIG_TEMPLATE = "config... | DIGITS-master | digits/extensions/view/imageOutput/view.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .view import Visualization
__all__ = ['Visualization']
| DIGITS-master | digits/extensions/view/boundingBox/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from digits.utils import subclass
from flask_wtf import Form
@subclass
class ConfigForm(Form):
pass
| DIGITS-master | digits/extensions/view/boundingBox/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
import PIL.Image
import digits
from digits.utils import subclass, override
from .forms import ConfigForm
from ..interface import VisualizationInterface
CONFIG_TEMPLATE = "config_template.html"
HEADER... | DIGITS-master | digits/extensions/view/boundingBox/view.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .view import Visualization
__all__ = ['Visualization']
| DIGITS-master | digits/extensions/view/rawData/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from digits.utils import subclass
from flask_wtf import Form
@subclass
class ConfigForm(Form):
pass
| DIGITS-master | digits/extensions/view/rawData/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from digits.utils import subclass, override
from .forms import ConfigForm
from ..interface import VisualizationInterface
CONFIG_TEMPLATE = "config_template.html"
VIEW_TEMPLATE = "view_template.html"
... | DIGITS-master | digits/extensions/view/rawData/view.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
class DataIngestionInterface(object):
"""
A data ingestion extension
"""
def __init__(self, is_inference_db=False, **kwargs):
"""
Initialize the data ingestion extension
... | DIGITS-master | digits/extensions/data/interface.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import copy
from pkg_resources import iter_entry_points
from . import imageProcessing
from . import imageSegmentation
from . import objectDetection
# Entry point group (this is the key we use to register and
#... | DIGITS-master | digits/extensions/data/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .data import DataIngestion
__all__ = ['DataIngestion']
| DIGITS-master | digits/extensions/data/imageSegmentation/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from flask_wtf import Form
from wtforms import validators
from digits import utils
from digits.utils import subclass
from digits.utils.forms import validate_required_iff
@subclass
class DatasetForm... | DIGITS-master | digits/extensions/data/imageSegmentation/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import math
import os
import random
import numpy as np
import PIL.Image
import PIL.ImagePalette
from digits.utils import image, subclass, override, constants
from digits.utils.constants import COLOR_PALETTE_AT... | DIGITS-master | digits/extensions/data/imageSegmentation/data.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .data import DataIngestion
__all__ = ['DataIngestion']
| DIGITS-master | digits/extensions/data/objectDetection/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from flask_wtf import Form
import os
from wtforms import validators
from digits import utils
from digits.utils import subclass
from digits.utils.forms import validate_required_if_set
@subclass
class DatasetFo... | DIGITS-master | digits/extensions/data/objectDetection/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
import csv
import os
import numpy as np
import PIL.Image
class ObjectType:
Dontcare, Car, Van, Truck, Bus, Pickup, VehicleWithTrailer, SpecialVehicle,\
Person, Person_fa, Person_unsure, People, Cyclist, Tram, Person_Sitting,\
... | DIGITS-master | digits/extensions/data/objectDetection/utils.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import csv
import operator
import os
import random
import StringIO
import numpy as np
import digits
from digits.utils import subclass, override, constants
from ..interface import DataIngestionInterface
from .f... | DIGITS-master | digits/extensions/data/objectDetection/data.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from .data import DataIngestion
__all__ = ['DataIngestion']
| DIGITS-master | digits/extensions/data/imageProcessing/__init__.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import os
from flask_wtf import Form
from wtforms import validators
from digits import utils
from digits.utils import subclass
from digits.utils.forms import validate_required_iff
@subclass
class DatasetForm... | DIGITS-master | digits/extensions/data/imageProcessing/forms.py |
# Copyright (c) 2016-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
import math
import os
import random
import numpy as np
from digits.utils import image, subclass, override, constants
from ..interface import DataIngestionInterface
from .forms import DatasetForm
TEMPLATE = "t... | DIGITS-master | digits/extensions/data/imageProcessing/data.py |
# Copyright (c) 2014-2017, NVIDIA CORPORATION. All rights reserved.
from __future__ import absolute_import
from . import tasks
from digits.job import Job
from digits.utils import override
# NOTE: Increment this every time the pickled object changes
PICKLE_VERSION = 1
class ModelJob(Job):
"""
A Job that cre... | DIGITS-master | digits/model/job.py |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.