Index

A

accuracy() (chesscog.core.statistics.StatsAggregator method) add_batch() (chesscog.core.statistics.StatsAggregator method)

AlexNet (class in chesscog.occupancy_classifier.models) (class in chesscog.piece_classifier.models)

B

build_data_loader() (in module chesscog.core.dataset.dataset) build_dataset() (in module chesscog.core.dataset.dataset)

build_model() (in module chesscog.core.models) build_optimizer_from_config() (in module chesscog.core.training.optimizer) build_transforms() (in module chesscog.core.dataset.transforms)

C

ChessboardNotLocatedException chesscog module chesscog.core module chesscog.core.coordinates module chesscog.core.dataset module chesscog.core.dataset.dataset module chesscog.core.dataset.datasets module chesscog.core.dataset.transforms module chesscog.core.evaluation module chesscog.core.exceptions module chesscog.core.io module chesscog.core.io.download module chesscog.core.models module chesscog.core.registry module chesscog.core.statistics module chesscog.core.training module chesscog.core.training.create_configs module chesscog.core.training.optimizer module chesscog.core.training.train module chesscog.core.training.train_classifier module chesscog.corner_detection module chesscog.corner_detection.create_configs module chesscog.corner_detection.detect_corners module chesscog.corner_detection.evaluate module chesscog.corner_detection.find_best_configs module chesscog.corner_detection.visualize module chesscog.data_synthesis module chesscog.data_synthesis.create_fens module chesscog.data_synthesis.download_dataset module chesscog.data_synthesis.download_pgn module chesscog.data_synthesis.split_dataset module chesscog.data_synthesis.visualize module chesscog.occupancy_classifier module chesscog.occupancy_classifier.create_configs module chesscog.occupancy_classifier.create_dataset module

chesscog.occupancy_classifier.download_model module chesscog.occupancy_classifier.evaluate module chesscog.occupancy_classifier.models module chesscog.occupancy_classifier.train module chesscog.piece_classifier module chesscog.piece_classifier.create_configs module chesscog.piece_classifier.create_dataset module chesscog.piece_classifier.download_model module chesscog.piece_classifier.evaluate module chesscog.piece_classifier.models module chesscog.piece_classifier.train module chesscog.recognition module chesscog.recognition.evaluate module chesscog.recognition.recognition module chesscog.report module chesscog.report.prepare_classifier_results module chesscog.report.prepare_confusion_matrix module chesscog.report.prepare_error_distribution module chesscog.report.prepare_recognition_results module chesscog.transfer_learning module chesscog.transfer_learning.create_dataset module chesscog.transfer_learning.download_dataset module chesscog.transfer_learning.download_models module chesscog.transfer_learning.evaluate module chesscog.transfer_learning.recognition module chesscog.transfer_learning.train module ChessRecognizer (class in chesscog.recognition.recognition) CNN100_3Conv_3Pool_2FC (class in chesscog.occupancy_classifier.models) (class in chesscog.piece_classifier.models) CNN100_3Conv_3Pool_3FC (class in chesscog.occupancy_classifier.models) (class in chesscog.piece_classifier.models) CNN50_2Conv_2Pool_2FC (class in chesscog.occupancy_classifier.models) CNN50_2Conv_2Pool_3FC (class in chesscog.occupancy_classifier.models) CNN50_3Conv_1Pool_2FC (class in chesscog.occupancy_classifier.models) CNN50_3Conv_1Pool_3FC (class in chesscog.occupancy_classifier.models) color_name() (in module chesscog.core.dataset.dataset) compute_transformation_matrix() (in module chesscog.corner_detection.detect_corners) create_configs() (in module chesscog.core.training.create_configs) create_dataset() (in module chesscog.occupancy_classifier.create_dataset) (in module chesscog.piece_classifier.create_dataset) crop_square() (in module chesscog.occupancy_classifier.create_dataset) (in module chesscog.piece_classifier.create_dataset)

D

Datasets (class in chesscog.core.dataset.datasets) DEVICE (in module chesscog.core) device() (in module chesscog.core)

download_file() (in module chesscog.core.io.download) download_zip_folder() (in module chesscog.core.io.download) download_zip_folder_from_google_drive() (in module chesscog.core.io.download) draw_lines() (in module chesscog.corner_detection.visualize)

E

evaluate() (in module chesscog.core.evaluation) (in module chesscog.recognition.evaluate)

F

f1_score() (chesscog.core.statistics.StatsAggregator method) find_corners() (in module chesscog.corner_detection.detect_corners) forward() (chesscog.occupancy_classifier.models.AlexNet method) (chesscog.occupancy_classifier.models.CNN100_3Conv_3Pool_2FC method) (chesscog.occupancy_classifier.models.CNN100_3Conv_3Pool_3FC method) (chesscog.occupancy_classifier.models.CNN50_2Conv_2Pool_2FC method) (chesscog.occupancy_classifier.models.CNN50_2Conv_2Pool_3FC method) (chesscog.occupancy_classifier.models.CNN50_3Conv_1Pool_2FC method) (chesscog.occupancy_classifier.models.CNN50_3Conv_1Pool_3FC method) (chesscog.occupancy_classifier.models.ResNet method) (chesscog.occupancy_classifier.models.VGG method) (chesscog.piece_classifier.models.AlexNet method) (chesscog.piece_classifier.models.CNN100_3Conv_3Pool_2FC method) (chesscog.piece_classifier.models.CNN100_3Conv_3Pool_3FC method) (chesscog.piece_classifier.models.InceptionV3 method) (chesscog.piece_classifier.models.ResNet method) (chesscog.piece_classifier.models.VGG method)

from_homogenous_coordinates() (in module chesscog.core.coordinates)

G

get_intersection_point() (in module chesscog.corner_detection.detect_corners)

I

InceptionV3 (class in chesscog.piece_classifier.models) input_size (chesscog.occupancy_classifier.models.AlexNet attribute) (chesscog.occupancy_classifier.models.CNN100_3Conv_3Pool_2FC attribute) (chesscog.occupancy_classifier.models.CNN100_3Conv_3Pool_3FC attribute) (chesscog.occupancy_classifier.models.CNN50_2Conv_2Pool_2FC attribute) (chesscog.occupancy_classifier.models.CNN50_2Conv_2Pool_3FC attribute) (chesscog.occupancy_classifier.models.CNN50_3Conv_1Pool_2FC attribute) (chesscog.occupancy_classifier.models.CNN50_3Conv_1Pool_3FC attribute) (chesscog.occupancy_classifier.models.ResNet attribute) (chesscog.occupancy_classifier.models.VGG attribute) (chesscog.piece_classifier.models.AlexNet attribute) (chesscog.piece_classifier.models.CNN100_3Conv_3Pool_2FC attribute) (chesscog.piece_classifier.models.CNN100_3Conv_3Pool_3FC attribute) (chesscog.piece_classifier.models.InceptionV3 attribute) (chesscog.piece_classifier.models.ResNet attribute) (chesscog.piece_classifier.models.VGG attribute)

items() (chesscog.core.registry.Registry method)

L

listify() (in module chesscog.core)

M

main() (in module chesscog.recognition.recognition) MODEL_REGISTRY (in module chesscog.occupancy_classifier.models) (in module chesscog.piece_classifier.models) MODELS_REGISTRY (in module chesscog.core.models) module chesscog chesscog.core chesscog.core.coordinates chesscog.core.dataset chesscog.core.dataset.dataset chesscog.core.dataset.datasets chesscog.core.dataset.transforms chesscog.core.evaluation chesscog.core.exceptions chesscog.core.io chesscog.core.io.download chesscog.core.models chesscog.core.registry chesscog.core.statistics chesscog.core.training chesscog.core.training.create_configs chesscog.core.training.optimizer chesscog.core.training.train chesscog.core.training.train_classifier chesscog.corner_detection chesscog.corner_detection.create_configs chesscog.corner_detection.detect_corners chesscog.corner_detection.evaluate chesscog.corner_detection.find_best_configs chesscog.corner_detection.visualize chesscog.data_synthesis chesscog.data_synthesis.create_fens chesscog.data_synthesis.download_dataset chesscog.data_synthesis.download_pgn chesscog.data_synthesis.split_dataset chesscog.data_synthesis.visualize chesscog.occupancy_classifier chesscog.occupancy_classifier.create_configs chesscog.occupancy_classifier.create_dataset chesscog.occupancy_classifier.download_model chesscog.occupancy_classifier.evaluate chesscog.occupancy_classifier.models chesscog.occupancy_classifier.train chesscog.piece_classifier chesscog.piece_classifier.create_configs chesscog.piece_classifier.create_dataset chesscog.piece_classifier.download_model chesscog.piece_classifier.evaluate chesscog.piece_classifier.models chesscog.piece_classifier.train chesscog.recognition chesscog.recognition.evaluate chesscog.recognition.recognition chesscog.report chesscog.report.prepare_classifier_results chesscog.report.prepare_confusion_matrix chesscog.report.prepare_error_distribution chesscog.report.prepare_recognition_results chesscog.transfer_learning chesscog.transfer_learning.create_dataset chesscog.transfer_learning.download_dataset chesscog.transfer_learning.download_models chesscog.transfer_learning.evaluate chesscog.transfer_learning.recognition chesscog.transfer_learning.train

N

name_to_piece() (in module chesscog.core.dataset.dataset)

P

perform_evaluation() (in module chesscog.core.evaluation) piece_name() (in module chesscog.core.dataset.dataset) precision() (chesscog.core.statistics.StatsAggregator method) predict() (chesscog.recognition.recognition.ChessRecognizer method) (chesscog.recognition.recognition.TimedChessRecognizer method) pretrained (chesscog.occupancy_classifier.models.AlexNet attribute) (chesscog.occupancy_classifier.models.CNN100_3Conv_3Pool_2FC attribute) (chesscog.occupancy_classifier.models.CNN100_3Conv_3Pool_3FC attribute) (chesscog.occupancy_classifier.models.CNN50_2Conv_2Pool_2FC attribute) (chesscog.occupancy_classifier.models.CNN50_2Conv_2Pool_3FC attribute) (chesscog.occupancy_classifier.models.CNN50_3Conv_1Pool_2FC attribute) (chesscog.occupancy_classifier.models.CNN50_3Conv_1Pool_3FC attribute) (chesscog.occupancy_classifier.models.ResNet attribute) (chesscog.occupancy_classifier.models.VGG attribute) (chesscog.piece_classifier.models.AlexNet attribute) (chesscog.piece_classifier.models.CNN100_3Conv_3Pool_2FC attribute) (chesscog.piece_classifier.models.CNN100_3Conv_3Pool_3FC attribute) (chesscog.piece_classifier.models.InceptionV3 attribute) (chesscog.piece_classifier.models.ResNet attribute) (chesscog.piece_classifier.models.VGG attribute)

R

recall() (chesscog.core.statistics.StatsAggregator method) RecognitionException register() (chesscog.core.registry.Registry method) register_as() (chesscog.core.registry.Registry method)

Registry (class in chesscog.core.registry) reset() (chesscog.core.statistics.StatsAggregator method) resize_image() (in module chesscog.corner_detection.detect_corners) ResNet (class in chesscog.occupancy_classifier.models) (class in chesscog.piece_classifier.models)

S

Scale (class in chesscog.core.dataset.transforms) Shear (class in chesscog.core.dataset.transforms)

sort_corner_points() (in module chesscog.core) StatsAggregator (class in chesscog.core.statistics)

T

TEST (chesscog.core.dataset.datasets.Datasets attribute) TimedChessRecognizer (class in chesscog.recognition.recognition) to_homogenous_coordinates() (in module chesscog.core.coordinates) TRAIN (chesscog.core.dataset.datasets.Datasets attribute) train() (in module chesscog.core.training.train) train_classifier() (in module chesscog.core.training.train_classifier) train_model() (in module chesscog.core.training.train) training (chesscog.occupancy_classifier.models.AlexNet attribute) (chesscog.occupancy_classifier.models.CNN100_3Conv_3Pool_2FC attribute) (chesscog.occupancy_classifier.models.CNN100_3Conv_3Pool_3FC attribute) (chesscog.occupancy_classifier.models.CNN50_2Conv_2Pool_2FC attribute) (chesscog.occupancy_classifier.models.CNN50_2Conv_2Pool_3FC attribute) (chesscog.occupancy_classifier.models.CNN50_3Conv_1Pool_2FC attribute) (chesscog.occupancy_classifier.models.CNN50_3Conv_1Pool_3FC attribute) (chesscog.occupancy_classifier.models.ResNet attribute) (chesscog.occupancy_classifier.models.VGG attribute) (chesscog.piece_classifier.models.AlexNet attribute) (chesscog.piece_classifier.models.CNN100_3Conv_3Pool_2FC attribute) (chesscog.piece_classifier.models.CNN100_3Conv_3Pool_3FC attribute) (chesscog.piece_classifier.models.InceptionV3 attribute) (chesscog.piece_classifier.models.ResNet attribute) (chesscog.piece_classifier.models.VGG attribute)

Translate (class in chesscog.core.dataset.transforms)

U

unnormalize() (in module chesscog.core.dataset.transforms)

V

VAL (chesscog.core.dataset.datasets.Datasets attribute)

VGG (class in chesscog.occupancy_classifier.models) (class in chesscog.piece_classifier.models)

W

warp_chessboard_image() (in module chesscog.occupancy_classifier.create_dataset) (in module chesscog.piece_classifier.create_dataset)