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github.com/danieljl/keras-image-captioning
/ types & classes
Types & classes
69 in github.com/danieljl/keras-image-captioning
⨍
Functions
324
◇
Types & classes
69
↓ 6 callers
Class
DatasetProvider
Acts as an adapter of `Dataset` for Keras' `fit_generator` method.
keras_image_captioning/dataset_providers.py:13
↓ 6 callers
Class
ImageCaptioningModel
A very configurable model to produce captions from images.
keras_image_captioning/models.py:18
↓ 4 callers
Class
HyperparamSearch
Spawns and schedules training scripts.
keras_image_captioning/hyperparam_search.py:22
↓ 3 callers
Class
BatchNLargest
A batch priority queue.
keras_image_captioning/inference.py:208
↓ 3 callers
Class
CaptionPreprocessor
Preprocesses captions before feeded into the network.
keras_image_captioning/preprocessors.py:49
↓ 2 callers
Class
BLEU
keras_image_captioning/metrics.py:30
↓ 2 callers
Class
BasicInference
A very basic inference without beam search. Technically, it is not an inference because the actual captions are also feeded into the model.
keras_image_captioning/inference.py:18
↓ 2 callers
Class
BeamSearchInference
An implementation of inference using beam search.
keras_image_captioning/inference.py:115
↓ 2 callers
Class
BleuScorer
Bleu scorer.
pycocoevalcap/bleu/bleu_scorer.py:85
↓ 2 callers
Class
CIDEr
keras_image_captioning/metrics.py:47
↓ 2 callers
Class
CiderScorer
CIDEr scorer.
pycocoevalcap/cider/cider_scorer.py:47
↓ 2 callers
Class
FileConfigBuilder
keras_image_captioning/config.py:275
↓ 2 callers
Class
ImagePreprocessor
A Inception v3 image preprocessor. Implements an image augmentation as well.
keras_image_captioning/preprocessors.py:13
↓ 2 callers
Class
METEOR
keras_image_captioning/metrics.py:53
↓ 2 callers
Class
NLargest
An implementation of priority queue with max size.
keras_image_captioning/inference.py:232
↓ 2 callers
Class
ROUGE
keras_image_captioning/metrics.py:72
↓ 2 callers
Class
Training
A training instance that primarily handles training callbacks, such as logging and early stopping.
keras_image_captioning/training.py:20
↓ 2 callers
Class
TrainingCommand
Executes and manages a training script.
keras_image_captioning/hyperparam_search.py:148
↓ 1 callers
Class
Checkpoint
keras_image_captioning/training.py:208
↓ 1 callers
Class
Embed300FineRandomConfigBuilder
keras_image_captioning/config.py:259
↓ 1 callers
Class
LogLearningRate
keras_image_captioning/callbacks.py:11
↓ 1 callers
Class
LogMetrics
keras_image_captioning/callbacks.py:36
↓ 1 callers
Class
LogTimestamp
keras_image_captioning/callbacks.py:16
↓ 1 callers
Class
NotIterableStr
keras_image_captioning/callbacks.py:26
↓ 1 callers
Class
StopAfterTimedelta
keras_image_captioning/callbacks.py:62
↓ 1 callers
Class
StopWhenValLossExploding
keras_image_captioning/callbacks.py:85
↓ 1 callers
Class
VinyalsConfigBuilder
keras_image_captioning/config.py:115
↓ 1 callers
Class
WordVector
An initializer for Embedding layers of Keras.
keras_image_captioning/word_vectors.py:8
Class
Bleu
pycocoevalcap/bleu/bleu.py:14
Class
Cider
Main Class to compute the CIDEr metric
pycocoevalcap/cider/cider.py:13
Class
CoarseRandomConfigBuilder
keras_image_captioning/config.py:189
Class
ConfigBuilderBase
keras_image_captioning/config.py:74
Class
Dataset
keras_image_captioning/datasets.py:14
Class
DefaultConfigBuilder
keras_image_captioning/config.py:87
Class
Embed300RandomConfigBuilder
keras_image_captioning/config.py:232
Class
Fasttext
keras_image_captioning/word_vectors.py:62
Class
FineRandomConfigBuilder
keras_image_captioning/config.py:215
Class
Flickr8kDataset
keras_image_captioning/datasets.py:61
Class
Glove
keras_image_captioning/word_vectors.py:49
Class
Meteor
pycocoevalcap/meteor/meteor.py:15
Class
RandomConfigBuilder
keras_image_captioning/config.py:142
Class
Rouge
Class for computing ROUGE-L score for a set of candidate sentences for the MS COCO test set
pycocoevalcap/rouge/rouge.py:36
Class
Score
A subclass of this class is an adapter of pycocoevalcap.
keras_image_captioning/metrics.py:10
Class
StaticConfigBuilder
keras_image_captioning/config.py:79
Class
TestBLEU
keras_image_captioning/metrics_test.py:25
Class
TestBasicInference
keras_image_captioning/inference_test.py:8
Class
TestBatchNLargest
keras_image_captioning/inference_test.py:64
Class
TestBeamSearchInference
keras_image_captioning/inference_test.py:39
Class
TestCIDEr
keras_image_captioning/metrics_test.py:34
Class
TestCaption
keras_image_captioning/inference_test.py:80
Class
TestCaptionPreprocessor
keras_image_captioning/preprocessors_test.py:36
Class
TestCheckpoint
keras_image_captioning/training_test.py:61
Class
TestCoarseRandomConfigBuilder
keras_image_captioning/config_test.py:23
Class
TestDatasetProvider
keras_image_captioning/dataset_providers_test.py:10
Class
TestDefaultConfigBuilder
keras_image_captioning/config_test.py:15
Class
TestFasttext
keras_image_captioning/word_vectors_test.py:42
Class
TestFileConfigBuilder
keras_image_captioning/config_test.py:55
Class
TestFlickr8kDataset
keras_image_captioning/datasets_test.py:8
Class
TestGlove
keras_image_captioning/word_vectors_test.py:38
Class
TestHyperparamSearch
keras_image_captioning/hyperparam_search_test.py:31
Class
TestImageCaptioningModel
keras_image_captioning/models_test.py:14
Class
TestImagePreprocessor
keras_image_captioning/preprocessors_test.py:8
Class
TestMETEOR
keras_image_captioning/metrics_test.py:42
Class
TestNLargest
keras_image_captioning/inference_test.py:69
Class
TestROUGE
keras_image_captioning/metrics_test.py:49
Class
TestStaticConfigBuilder
keras_image_captioning/config_test.py:8
Class
TestTraining
keras_image_captioning/training_test.py:25
Class
TestTrainingCommand
keras_image_captioning/hyperparam_search_test.py:66
Class
WordVectorTestBase
keras_image_captioning/word_vectors_test.py:7