AMMICO package modules

• text module
  • PostprocessText
    • PostprocessText.analyse_topic()
    • PostprocessText.get_text_df()
    • PostprocessText.get_text_dict()
  • TextAnalyzer
    • TextAnalyzer.read_csv()
  • TextDetector
    • TextDetector.analyse_image()
    • TextDetector.clean_text()
    • TextDetector.get_text_from_image()
    • TextDetector.remove_linebreaks()
    • TextDetector.set_keys()
    • TextDetector.text_ner()
    • TextDetector.text_sentiment_transformers()
    • TextDetector.text_summary()
    • TextDetector.translate_text()
  • privacy_disclosure()
• summary module
  • SummaryDetector
    • SummaryDetector.all_allowed_model_types
    • SummaryDetector.allowed_analysis_types
    • SummaryDetector.allowed_model_types
    • SummaryDetector.allowed_new_model_types
    • SummaryDetector.analyse_image()
    • SummaryDetector.analyse_questions()
    • SummaryDetector.analyse_summary()
    • SummaryDetector.check_model()
    • SummaryDetector.load_model()
    • SummaryDetector.load_model_base()
    • SummaryDetector.load_model_base_blip2_opt_caption_coco_opt67b()
    • SummaryDetector.load_model_base_blip2_opt_pretrain_opt67b()
    • SummaryDetector.load_model_blip2_opt_caption_coco_opt27b()
    • SummaryDetector.load_model_blip2_opt_pretrain_opt27b()
    • SummaryDetector.load_model_blip2_t5_caption_coco_flant5xl()
    • SummaryDetector.load_model_blip2_t5_pretrain_flant5xl()
    • SummaryDetector.load_model_blip2_t5_pretrain_flant5xxl()
    • SummaryDetector.load_model_large()
    • SummaryDetector.load_new_model()
    • SummaryDetector.load_vqa_model()
• multimodal search module
  • MultimodalSearch
    • MultimodalSearch.compute_gradcam_batch()
    • MultimodalSearch.extract_image_features_basic()
    • MultimodalSearch.extract_image_features_blip2()
    • MultimodalSearch.extract_image_features_clip()
    • MultimodalSearch.extract_text_features()
    • MultimodalSearch.get_att_map()
    • MultimodalSearch.get_pathes_from_query()
    • MultimodalSearch.image_text_match_reordering()
    • MultimodalSearch.itm_text_precessing()
    • MultimodalSearch.load_feature_extractor_model_albef()
    • MultimodalSearch.load_feature_extractor_model_blip()
    • MultimodalSearch.load_feature_extractor_model_blip2()
    • MultimodalSearch.load_feature_extractor_model_clip_base()
    • MultimodalSearch.load_feature_extractor_model_clip_vitl14()
    • MultimodalSearch.load_feature_extractor_model_clip_vitl14_336()
    • MultimodalSearch.load_tensors()
    • MultimodalSearch.multimodal_device
    • MultimodalSearch.multimodal_search()
    • MultimodalSearch.parsing_images()
    • MultimodalSearch.querys_processing()
    • MultimodalSearch.read_and_process_images()
    • MultimodalSearch.read_and_process_images_itm()
    • MultimodalSearch.read_img()
    • MultimodalSearch.resize_img()
    • MultimodalSearch.save_tensors()
    • MultimodalSearch.show_results()
    • MultimodalSearch.upload_model_blip2_coco()
    • MultimodalSearch.upload_model_blip_base()
    • MultimodalSearch.upload_model_blip_large()
• faces module
  • EmotionDetector
    • EmotionDetector.analyse_image()
    • EmotionDetector.analyze_single_face()
    • EmotionDetector.clean_subdict()
    • EmotionDetector.facial_expression_analysis()
    • EmotionDetector.set_keys()
    • EmotionDetector.wears_mask()
  • deepface_symlink_processor()
  • ethical_disclosure()
• color_analysis module
  • ColorDetector
    • ColorDetector.analyse_image()
    • ColorDetector.rgb2name()
    • ColorDetector.set_keys()
• cropposts module
  • compute_crop_corner()
  • crop_image_from_post()
  • crop_media_posts()
  • crop_posts_from_refs()
  • crop_posts_image()
  • draw_matches()
  • kp_from_matches()
  • matching_points()
  • paste_image_and_comment()
• utils module
  • AnalysisMethod
    • AnalysisMethod.analyse_image()
    • AnalysisMethod.set_keys()
  • DownloadResource
    • DownloadResource.get()
    • DownloadResource.resources
  • ammico_prefetch_models()
  • append_data_to_dict()
  • dump_df()
  • find_files()
  • get_color_table()
  • get_dataframe()
  • initialize_dict()
  • is_interactive()
  • iterable()
• display module
  • AnalysisExplorer
    • AnalysisExplorer.run_server()
    • AnalysisExplorer.update_picture()