Index

_

__AUTHOR__ (in module imgutils.config.meta) __AUTHOR_EMAIL__ (in module imgutils.config.meta) __DESCRIPTION__ (in module imgutils.config.meta) __init__() (imgutils.generic.classify.ClassifyModel method) (imgutils.generic.enhance.ImageEnhancer method) (imgutils.generic.yolo.YOLOModel method) (imgutils.metadata.lsb.ImageLsbDataExtractor method) (imgutils.metadata.lsb.LSBExtractor method) (imgutils.operate.imgcensor.SingleImage method) (imgutils.pose.format.OP18KeyPointSet method) (imgutils.resource.background.BackgroundImageSet method) (imgutils.sd.nai.NAIMetaData method) (imgutils.tagging.character.CharacterTagPool method)

__mul__() (imgutils.pose.format.OP18KeyPointSet method) __str__() (imgutils.sd.metadata.SDMetaData method) __TITLE__ (in module imgutils.config.meta) __truediv__() (imgutils.pose.format.OP18KeyPointSet method) __VERSION__ (in module imgutils.config.meta)

A

add_naimeta_to_image() (in module imgutils.sd.nai) add_underline() (in module imgutils.tagging.format) align_maxsize() (in module imgutils.operate.align) anime_bangumi_char() (in module imgutils.validate.bangumi_char) anime_bangumi_char_score() (in module imgutils.validate.bangumi_char) anime_classify() (in module imgutils.validate.classify) anime_classify_score() (in module imgutils.validate.classify) anime_completeness() (in module imgutils.validate.completeness) anime_completeness_score() (in module imgutils.validate.completeness) anime_dbaesthetic() (in module imgutils.metrics.dbaesthetic) anime_dbrating() (in module imgutils.validate.dbrating) anime_dbrating_score() (in module imgutils.validate.dbrating)

anime_furry() (in module imgutils.validate.furry) anime_furry_score() (in module imgutils.validate.furry) anime_portrait() (in module imgutils.validate.portrait) anime_portrait_score() (in module imgutils.validate.portrait) anime_rating() (in module imgutils.validate.rating) anime_rating_score() (in module imgutils.validate.rating) anime_real() (in module imgutils.validate.real) anime_real_score() (in module imgutils.validate.real) anime_style_age() (in module imgutils.validate.style_age) anime_style_age_score() (in module imgutils.validate.style_age) anime_teen() (in module imgutils.validate.teen) anime_teen_score() (in module imgutils.validate.teen) ascii_drawing() (in module imgutils.ascii.drawing)

B

BackgroundImageSet (class in imgutils.resource.background) BaseCensor (class in imgutils.operate.censor_)

bboxes_similarity() (in module imgutils.detect.similarity) BlurCensor (class in imgutils.operate.censor_) body (imgutils.pose.format.OP18KeyPointSet property)

C

calculate_iou() (in module imgutils.detect.similarity) ccip_batch_differences() (in module imgutils.metrics.ccip) ccip_batch_extract_features() (in module imgutils.metrics.ccip) ccip_batch_same() (in module imgutils.metrics.ccip) ccip_clustering() (in module imgutils.metrics.ccip) ccip_default_clustering_params() (in module imgutils.metrics.ccip) ccip_default_threshold() (in module imgutils.metrics.ccip) ccip_difference() (in module imgutils.metrics.ccip) ccip_extract_feature() (in module imgutils.metrics.ccip) ccip_merge() (in module imgutils.metrics.ccip) ccip_same() (in module imgutils.metrics.ccip) censor_area() (imgutils.operate.censor_.BaseCensor method) (imgutils.operate.censor_.BlurCensor method) (imgutils.operate.censor_.ColorCensor method) (imgutils.operate.censor_.PixelateCensor method) (imgutils.operate.imgcensor.EmojiBasedCensor method) (imgutils.operate.imgcensor.ImageBasedCensor method)

censor_areas() (in module imgutils.operate.censor_) censor_nsfw() (in module imgutils.operate.censor_) CHAR_PREFIXES (in module imgutils.tagging.character) CHAR_SUFFIXES (in module imgutils.tagging.character) CHAR_WHITELIST_PREFIX (in module imgutils.tagging.character) CHAR_WHITELIST_SUFFIX (in module imgutils.tagging.character) CHAR_WHITELIST_WORD (in module imgutils.tagging.character) CharacterTagPool (class in imgutils.tagging.character) classify_predict() (in module imgutils.generic.classify) classify_predict_score() (in module imgutils.generic.classify) ClassifyModel (class in imgutils.generic.classify) clear() (imgutils.generic.classify.ClassifyModel method) (imgutils.generic.yolo.YOLOModel method) ColorCensor (class in imgutils.operate.censor_) convert_wd14_emb_to_prediction() (in module imgutils.tagging.wd14)

D

denormalize_wd14_emb() (in module imgutils.tagging.wd14) detect_censors() (in module imgutils.detect.censor) detect_eyes() (in module imgutils.detect.eye) detect_faces() (in module imgutils.detect.face) detect_halfbody() (in module imgutils.detect.halfbody) detect_hands() (in module imgutils.detect.hand) detect_heads() (in module imgutils.detect.head) detect_person() (in module imgutils.detect.person) detect_text() (in module imgutils.detect.text)

detect_text_with_ocr() (in module imgutils.ocr) detect_with_booru_yolo() (in module imgutils.detect.booru_yolo) detect_with_nudenet() (in module imgutils.detect.nudenet) detection_similarity() (in module imgutils.detect.similarity) detection_visualize() (in module imgutils.detect.visual) drop_basic_character_tags() (imgutils.tagging.character.CharacterTagPool method) (in module imgutils.tagging.character) drop_blacklisted_tags() (in module imgutils.tagging.blacklist) drop_overlap_tags() (in module imgutils.tagging.overlap) dwpose_estimate() (in module imgutils.pose.dwpose)

E

edge_image_with_canny() (in module imgutils.edge.canny) edge_image_with_lineart() (in module imgutils.edge.lineart)

edge_image_with_lineart_anime() (in module imgutils.edge.lineart_anime) EmojiBasedCensor (class in imgutils.operate.imgcensor) extract_data() (imgutils.metadata.lsb.ImageLsbDataExtractor method)

F

face (imgutils.pose.format.OP18KeyPointSet property)

find_for_area() (imgutils.operate.imgcensor.SingleImage method)

G

get_aesthetic_score() (in module imgutils.metrics.aesthetic) get_ai_created_score() (in module imgutils.validate.aicheck) get_bg_image() (in module imgutils.resource.background) get_bg_image_file() (in module imgutils.resource.background) get_deepdanbooru_tags() (in module imgutils.tagging.deepdanbooru) get_edge_by_canny() (in module imgutils.edge.canny) get_edge_by_lineart() (in module imgutils.edge.lineart) get_edge_by_lineart_anime() (in module imgutils.edge.lineart_anime) get_image() (imgutils.resource.background.BackgroundImageSet method) get_image_file() (imgutils.resource.background.BackgroundImageSet method)

get_isnetis_mask() (in module imgutils.segment.isnetis) get_mldanbooru_tags() (in module imgutils.tagging.mldanbooru) get_monochrome_score() (in module imgutils.validate.monochrome) get_naimeta_from_image() (in module imgutils.sd.nai) get_next_n_bytes() (imgutils.metadata.lsb.LSBExtractor method) get_one_byte() (imgutils.metadata.lsb.LSBExtractor method) get_onnx_provider() (in module imgutils.utils.onnxruntime) get_sdmeta_from_image() (in module imgutils.sd.metadata) get_wd14_tags() (in module imgutils.tagging.wd14) grid_background() (in module imgutils.data.background) grid_transparent() (in module imgutils.data.background)

H

has_alpha_channel() (in module imgutils.data.image)

height (imgutils.operate.imgcensor.SingleImage property)

I

ImageBasedCensor (class in imgutils.operate.imgcensor) ImageEnhancer (class in imgutils.generic.enhance) ImageLsbDataExtractor (class in imgutils.metadata.lsb) imgutils.ascii module imgutils.ascii.drawing module imgutils.config module imgutils.config.meta module imgutils.data module imgutils.data.background module imgutils.data.decode module imgutils.data.encode module imgutils.data.image module imgutils.data.layer module imgutils.detect module imgutils.detect.booru_yolo module imgutils.detect.censor module imgutils.detect.eye module imgutils.detect.face module imgutils.detect.halfbody module imgutils.detect.hand module imgutils.detect.head module imgutils.detect.nudenet module imgutils.detect.person module imgutils.detect.similarity module imgutils.detect.text module imgutils.detect.visual module imgutils.edge module imgutils.edge.canny module imgutils.edge.lineart module imgutils.edge.lineart_anime module imgutils.generic module imgutils.generic.classify module imgutils.generic.enhance module imgutils.generic.yolo module imgutils.metadata module imgutils.metadata.geninfo module imgutils.metadata.lsb module imgutils.metrics module imgutils.metrics.aesthetic module imgutils.metrics.ccip module imgutils.metrics.dbaesthetic module imgutils.metrics.laplacian module imgutils.metrics.lpips module imgutils.metrics.psnr_ module imgutils.ocr module imgutils.operate module imgutils.operate.align module imgutils.operate.censor_ module imgutils.operate.imgcensor module imgutils.operate.squeeze module imgutils.pose module imgutils.pose.dwpose module imgutils.pose.format module

imgutils.pose.visual module imgutils.resource module imgutils.resource.background module imgutils.restore module imgutils.restore.adversarial module imgutils.restore.nafnet module imgutils.restore.scunet module imgutils.sd module imgutils.sd.metadata module imgutils.sd.model module imgutils.sd.nai module imgutils.segment module imgutils.segment.isnetis module imgutils.tagging module imgutils.tagging.blacklist module imgutils.tagging.character module imgutils.tagging.deepdanbooru module imgutils.tagging.format module imgutils.tagging.match module imgutils.tagging.mldanbooru module imgutils.tagging.order module imgutils.tagging.overlap module imgutils.tagging.wd14 module imgutils.upscale module imgutils.upscale.cdc module imgutils.utils module imgutils.utils.cache module imgutils.utils.func module imgutils.utils.onnxruntime module imgutils.validate module imgutils.validate.aicheck module imgutils.validate.bangumi_char module imgutils.validate.classify module imgutils.validate.color module imgutils.validate.completeness module imgutils.validate.dbrating module imgutils.validate.furry module imgutils.validate.monochrome module imgutils.validate.nsfw module imgutils.validate.portrait module imgutils.validate.rating module imgutils.validate.real module imgutils.validate.safe module imgutils.validate.style_age module imgutils.validate.teen module imgutils.validate.truncate module inject_data() (in module imgutils.metadata.lsb) is_ai_created() (in module imgutils.validate.aicheck) is_basic_character_tag() (imgutils.tagging.character.CharacterTagPool method) (in module imgutils.tagging.character) is_blacklisted() (in module imgutils.tagging.blacklist) is_greyscale() (in module imgutils.validate.color) is_monochrome() (in module imgutils.validate.monochrome) is_truncated_file() (in module imgutils.validate.truncate) istack() (in module imgutils.data.layer)

L

laplacian_score() (in module imgutils.metrics.laplacian) launch_demo() (imgutils.generic.classify.ClassifyModel method) (imgutils.generic.yolo.YOLOModel method) LEFT_ANKLE (imgutils.pose.format.OpenPose18 attribute) LEFT_BIG_TOE (imgutils.pose.format.OpenPose18 attribute) LEFT_EAR (imgutils.pose.format.OpenPose18 attribute) LEFT_ELBOW (imgutils.pose.format.OpenPose18 attribute) LEFT_EYE (imgutils.pose.format.OpenPose18 attribute) left_foot (imgutils.pose.format.OP18KeyPointSet property) left_hand (imgutils.pose.format.OP18KeyPointSet property) LEFT_HEEL (imgutils.pose.format.OpenPose18 attribute) LEFT_HIP (imgutils.pose.format.OpenPose18 attribute) LEFT_KNEE (imgutils.pose.format.OpenPose18 attribute)

LEFT_SHOULDER (imgutils.pose.format.OpenPose18 attribute) LEFT_SMALL_TOE (imgutils.pose.format.OpenPose18 attribute) LEFT_WRIST (imgutils.pose.format.OpenPose18 attribute) list_bg_image_files() (in module imgutils.resource.background) list_det_models() (in module imgutils.ocr) list_image_files() (imgutils.resource.background.BackgroundImageSet method) list_rec_models() (in module imgutils.ocr) load_image() (in module imgutils.data.image) load_images() (in module imgutils.data.image) lpips_clustering() (in module imgutils.metrics.lpips) lpips_difference() (in module imgutils.metrics.lpips) lpips_extract_feature() (in module imgutils.metrics.lpips) LSBExtractor (class in imgutils.metadata.lsb) LSBReadError (class in imgutils.metadata.lsb)

M

make_ui() (imgutils.generic.classify.ClassifyModel method) (imgutils.generic.yolo.YOLOModel method) module imgutils.ascii imgutils.ascii.drawing imgutils.config imgutils.config.meta imgutils.data imgutils.data.background imgutils.data.decode imgutils.data.encode imgutils.data.image imgutils.data.layer imgutils.detect imgutils.detect.booru_yolo imgutils.detect.censor imgutils.detect.eye imgutils.detect.face imgutils.detect.halfbody imgutils.detect.hand imgutils.detect.head imgutils.detect.nudenet imgutils.detect.person imgutils.detect.similarity imgutils.detect.text imgutils.detect.visual imgutils.edge imgutils.edge.canny imgutils.edge.lineart imgutils.edge.lineart_anime imgutils.generic imgutils.generic.classify imgutils.generic.enhance imgutils.generic.yolo imgutils.metadata imgutils.metadata.geninfo imgutils.metadata.lsb imgutils.metrics imgutils.metrics.aesthetic imgutils.metrics.ccip imgutils.metrics.dbaesthetic imgutils.metrics.laplacian imgutils.metrics.lpips imgutils.metrics.psnr_ imgutils.ocr imgutils.operate imgutils.operate.align imgutils.operate.censor_ imgutils.operate.imgcensor imgutils.operate.squeeze imgutils.pose imgutils.pose.dwpose imgutils.pose.format imgutils.pose.visual imgutils.resource imgutils.resource.background imgutils.restore imgutils.restore.adversarial imgutils.restore.nafnet imgutils.restore.scunet imgutils.sd imgutils.sd.metadata imgutils.sd.model imgutils.sd.nai imgutils.segment imgutils.segment.isnetis imgutils.tagging imgutils.tagging.blacklist imgutils.tagging.character imgutils.tagging.deepdanbooru imgutils.tagging.format imgutils.tagging.match imgutils.tagging.mldanbooru imgutils.tagging.order imgutils.tagging.overlap imgutils.tagging.wd14 imgutils.upscale imgutils.upscale.cdc imgutils.utils imgutils.utils.cache imgutils.utils.func imgutils.utils.onnxruntime imgutils.validate imgutils.validate.aicheck imgutils.validate.bangumi_char imgutils.validate.classify imgutils.validate.color imgutils.validate.completeness imgutils.validate.dbrating imgutils.validate.furry imgutils.validate.monochrome imgutils.validate.nsfw imgutils.validate.portrait imgutils.validate.rating imgutils.validate.real imgutils.validate.safe imgutils.validate.style_age imgutils.validate.teen imgutils.validate.truncate

N

NAIMetaData (class in imgutils.sd.nai) NAIMetadata (class in imgutils.sd.nai) NECK (imgutils.pose.format.OpenPose18 attribute)

NOSE (imgutils.pose.format.OpenPose18 attribute) nsfw_pred() (in module imgutils.validate.nsfw) nsfw_pred_score() (in module imgutils.validate.nsfw)

O

ocr() (in module imgutils.ocr) OP18_BODY_MAX (in module imgutils.pose.format) OP18_BODY_MIN (in module imgutils.pose.format) OP18_FACE_MAX (in module imgutils.pose.format) OP18_FACE_MIN (in module imgutils.pose.format) OP18_LEFT_FOOT_MAX (in module imgutils.pose.format) OP18_LEFT_FOOT_MIN (in module imgutils.pose.format) OP18_LEFT_HAND_MAX (in module imgutils.pose.format)

OP18_LEFT_HAND_MIN (in module imgutils.pose.format) OP18_RIGHT_FOOT_MAX (in module imgutils.pose.format) OP18_RIGHT_FOOT_MIN (in module imgutils.pose.format) OP18_RIGHT_HAND_MAX (in module imgutils.pose.format) OP18_RIGHT_HAND_MIN (in module imgutils.pose.format) op18_visualize() (in module imgutils.pose.visual) OP18KeyPointSet (class in imgutils.pose.format) open_onnx_model() (in module imgutils.utils.onnxruntime)

P

parse_sdmeta_from_text() (in module imgutils.sd.metadata) PixelateCensor (class in imgutils.operate.censor_) pnginfo (imgutils.sd.metadata.SDMetaData property) (imgutils.sd.nai.NAIMetaData property)

predict() (imgutils.generic.classify.ClassifyModel method) (imgutils.generic.yolo.YOLOModel method) predict_score() (imgutils.generic.classify.ClassifyModel method) process() (imgutils.generic.enhance.ImageEnhancer method) psnr() (in module imgutils.metrics.psnr_)

R

random_bg_image() (in module imgutils.resource.background) random_bg_image_file() (in module imgutils.resource.background) random_image() (imgutils.resource.background.BackgroundImageSet method) random_image_file() (imgutils.resource.background.BackgroundImageSet method) read_32bit_integer() (imgutils.metadata.lsb.LSBExtractor method) read_geninfo_exif() (in module imgutils.metadata.geninfo) read_geninfo_gif() (in module imgutils.metadata.geninfo) read_geninfo_parameters() (in module imgutils.metadata.geninfo) read_lsb_metadata() (in module imgutils.metadata.lsb) read_lsb_raw_bytes() (in module imgutils.metadata.lsb) read_metadata() (in module imgutils.sd.model) register_censor_method() (in module imgutils.operate.censor_) remove_adversarial_noise() (in module imgutils.restore.adversarial) remove_underline() (in module imgutils.tagging.format) restore_with_nafnet() (in module imgutils.restore.nafnet)

restore_with_scunet() (in module imgutils.restore.scunet) rgb_decode() (in module imgutils.data.decode) rgb_encode() (in module imgutils.data.encode) RIGHT_ANKLE (imgutils.pose.format.OpenPose18 attribute) RIGHT_BIG_TOE (imgutils.pose.format.OpenPose18 attribute) RIGHT_EAR (imgutils.pose.format.OpenPose18 attribute) RIGHT_ELBOW (imgutils.pose.format.OpenPose18 attribute) RIGHT_EYE (imgutils.pose.format.OpenPose18 attribute) right_foot (imgutils.pose.format.OP18KeyPointSet property) right_hand (imgutils.pose.format.OP18KeyPointSet property) RIGHT_HEEL (imgutils.pose.format.OpenPose18 attribute) RIGHT_HIP (imgutils.pose.format.OpenPose18 attribute) RIGHT_KNEE (imgutils.pose.format.OpenPose18 attribute) RIGHT_SHOULDER (imgutils.pose.format.OpenPose18 attribute) RIGHT_SMALL_TOE (imgutils.pose.format.OpenPose18 attribute) RIGHT_WRIST (imgutils.pose.format.OpenPose18 attribute)

S

safe_check() (in module imgutils.validate.safe) safe_check_score() (in module imgutils.validate.safe) save_image_with_naimeta() (in module imgutils.sd.nai) save_image_with_sdmeta() (in module imgutils.sd.metadata) save_with_metadata() (in module imgutils.sd.model) SDMetaData (class in imgutils.sd.metadata) segment_rgba_with_isnetis() (in module imgutils.segment.isnetis)

segment_with_isnetis() (in module imgutils.segment.isnetis) serialize_json() (in module imgutils.metadata.lsb) serialize_pnginfo() (in module imgutils.metadata.lsb) sigmoid() (in module imgutils.utils.func) SingleImage (class in imgutils.operate.imgcensor) sort_tags() (in module imgutils.tagging.order) squeeze() (in module imgutils.operate.squeeze) squeeze_with_transparency() (in module imgutils.operate.squeeze)

T

tag_match_full() (in module imgutils.tagging.match) tag_match_prefix() (in module imgutils.tagging.match) tag_match_suffix() (in module imgutils.tagging.match)

tags_to_text() (in module imgutils.tagging.format) text (imgutils.sd.metadata.SDMetaData property) ts_lru_cache() (in module imgutils.utils.cache)

U

upscale_with_cdc() (in module imgutils.upscale.cdc)

W

width (imgutils.operate.imgcensor.SingleImage property) write_geninfo_exif() (in module imgutils.metadata.geninfo) write_geninfo_gif() (in module imgutils.metadata.geninfo)

write_geninfo_parameters() (in module imgutils.metadata.geninfo) write_lsb_metadata() (in module imgutils.metadata.lsb) write_lsb_raw_bytes() (in module imgutils.metadata.lsb)

Y

yolo_predict() (in module imgutils.generic.yolo)

YOLOModel (class in imgutils.generic.yolo)