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Overview I created an inference app using Hugging Face Spaces and a YOLOv5 model trained on the KaoKore dataset. The KaoKore dataset published by the Center for Open Data in the Humanities (CODH) is as follows: Yingtao Tian, Chikahiko Suzuki, Tarin Clanuwat, Mikel Bober-Irizar, Alex Lamb, Asanobu Kitamoto, “KaoKore: A Pre-modern Japanese Art Facial Expression Dataset”, arXiv:2002.08595. http://codh.rois.ac.jp/face/dataset/ You can try the inference app at the following URL: https://huggingface.co/spaces/nakamura196/yolov5-face The source code and trained model can be downloaded from the following URL. I hope it serves as a reference when developing similar applications. ...

Overview When deploying an app to Hugging Face Spaces, the following error occurred. This is a memo about that error. Creating new Ultralytics Settings v0.0.6 file ✅ View Ultralytics Settings with 'yolo settings' or at '/home/user/.config/Ultralytics/settings.json' Update Settings with 'yolo settings key=value', i.e. 'yolo settings runs_dir=path/to/dir'. For help see https://docs.ultralytics.com/quickstart/#ultralytics-settings. WARNING ⚠️ DetectMultiBackend failed: No module named 'huggingface_hub.utils._errors' Traceback (most recent call last): File "/usr/local/lib/python3.10/site-packages/yolov5/helpers.py", line 38, in load_model model = DetectMultiBackend( File "/usr/local/lib/python3.10/site-packages/yolov5/models/common.py", line 338, in __init__ result = attempt_download_from_hub(w, hf_token=hf_token) File "/usr/local/lib/python3.10/site-packages/yolov5/utils/downloads.py", line 150, in attempt_download_from_hub from huggingface_hub.utils._errors import RepositoryNotFoundError ModuleNotFoundError: No module named 'huggingface_hub.utils._errors' During handling of the above exception, another exception occurred: Reference The following article was helpful. ...

Overview I looked into how to publish 3D models in Omeka S, so here are my notes. As a result, I was able to handle 3D models in Omeka S as shown below. https://omeka.aws.ldas.jp/s/sample/item/43 Versions The versions of Omeka S and modules used are as follows. Omeka S 4.1.1 Common 3.4.62 IIIF Server 3.6.21 Universal Viewer 3.6.9 Module Installation Install the Common, IIIF Server, and Universal Viewer modules. Module Configuration Configure two settings for the IIIF Server module. ...

Overview This is a memo from an opportunity to manipulate CVAT data using Python. Setup We use Docker to start CVAT. git clone https://github.com/cvat-ai/cvat --depth 1 cd cvat docker compose up -d Creating an Account Access http://localhost:8080 and create an account. Operations with Python First, install the following library. pip install cvat-sdk Write the account information in .env. host=http://localhost:8080 username= password= Creating an Instance import os from dotenv import load_dotenv import json from cvat_sdk.api_client import Configuration, ApiClient, models, apis, exceptions from cvat_sdk.api_client.models import PatchedLabeledDataRequest import requests from io import BytesIO load_dotenv(verbose=True) host = os.environ.get("host") username = os.environ.get("username") password = os.environ.get("password") configuration = Configuration( host=host, username=username, password=password ) api_client = ApiClient(configuration) Creating a Task task_spec = { 'name': '文字の検出', "labels": [{ "name": "文字", "color": "#ff00ff", "attributes": [ { "name": "score", "mutable": True, "input_type": "text", "values": [""] } ] }], } try: # Apis can be accessed as ApiClient class members # We use different models for input and output data. For input data, # models are typically called like "*Request". Output data models have # no suffix. (task, response) = api_client.tasks_api.create(task_spec) except exceptions.ApiException as e: # We can catch the basic exception type, or a derived type print("Exception when trying to create a task: %s\n" % e) print(task) The following result is obtained: ...

Overview In Omeka S, I encountered an issue where the error message “CSRF: Value is required and can’t be empty” was displayed when trying to save an item associated with many media, and saving would not complete. This article explains how to address this error. Related Articles This is mentioned in articles such as the following. It appears to be a known error, and it is stated that php.ini needs to be modified. ...

Overview This is a 2024 edition article on building an IIIF Image Server using AWS serverless applications. Background The following repository called serverless-iiif is publicly available. Using this repository, it is claimed that a cost-effective and infinitely scalable IIIF Image Server can be built using AWS services. https://github.com/samvera/serverless-iiif I introduced how to use it as of 2022 in the following article, but today’s service has become more user-friendly. Method There are several build methods, but for a GUI-based approach, refer to the following. Basic setup follows the instructions on the site below. Here, I introduce the procedure including custom domain setup with CloudFront and Route 53. ...

Overview I had the opportunity to use custom permissions in a Drupal custom module, so here are my notes. Background In the following article, I introduced a module that executes GitHub Actions from Drupal. However, the permission was set to administer site configuration, so only users with administrator privileges could execute it. The commit addressing this issue is as follows. https://github.com/nakamura196/Drupal-module-github_webhook/commit/c3b6f57bebfeda0556c929c8ed8ed62a0eb0a5c4 Method Below, I share the response from ChatGPT 4o. ...

Overview I published the GitHub repository for the API introduced in the following article. The repository is below. https://github.com/nakamura196/dts-typescript There may be some incomplete aspects, but I hope this is helpful as a reference. Notes Vercel Rewrite By configuring as follows, access to / was redirected to /api/dts. { "version": 2, "builds": [ { "src": "src/index.ts", "use": "@vercel/node" } ], "rewrites": [ { "source": "/api/dts(.*)", "destination": "/src/index.ts" } ], "redirects": [ { "source": "/", "destination": "/api/dts", "permanent": true } ] } Collection ID The following is used as the collection ID. ...

Overview This is a memo on creating a DTS (Distributed Text Services) API for TEI/XML files published by the Koui Genji Monogatari Text DB. Background The Koui Genji Monogatari Text DB is available at: https://kouigenjimonogatari.github.io/ It publishes TEI/XML files. Developed DTS The developed DTS is available at: https://dts-typescript.vercel.app/api/dts It is built with Express.js deployed on Vercel. For more information about DTS, please refer to: https://zenn.dev/nakamura196/articles/4233fe80b3e76d MyCapytain Library The following article introduced a library for using DTS from Python: ...

Overview I had the opportunity to learn how to use DTS (Distributed Text Services), and this is a memo of that experience. API Used We will use Alpheios, which is introduced at the following page. https://github.com/distributed-text-services/specifications/?tab=readme-ov-file#known-corpora-accessible-via-the-dts-api Top https://texts.alpheios.net/api/dts We can see that collections, documents, and navigation are available. { "navigation": "/api/dts/navigation", "@id": "/api/dts", "@type": "EntryPoint", "collections": "/api/dts/collections", "@context": "dts/EntryPoint.jsonld", "documents": "/api/dts/document" } Collection Endpoint collections https://texts.alpheios.net/api/dts/collections We can see that it contains 2 sub-collections. { "totalItems": 2, "member": [ { "@id": "urn:alpheios:latinLit", "@type": "Collection", "totalItems": 3, "title": "Classical Latin" }, { "@id": "urn:alpheios:greekLit", "@type": "Collection", "totalItems": 4, "title": "Ancient Greek" } ], "title": "None", "@id": "default", "@type": "Collection", "@context": { "dts": "https://w3id.org/dts/api#", "@vocab": "https://www.w3.org/ns/hydra/core#" } } Classical Latin Specifying the id urn:alpheios:latinLit to narrow the collection to Classical Latin. ...

Overview This is a summary of the investigation into the relationship between DTS (Distributed Text Services) and CTS (Canonical Text Services protocol). The details were found at the following page. https://distributed-text-services.github.io/specifications/FAQ.html#what-is-the-relationship-between-dts-and-cts-are-they-redundant (Machine Translation) Japanese Translation What is the relationship between DTS and CTS? Are they redundant? DTS (Distributed Text Services) was developed with inspiration from and influenced by the Canonical Text Services (CTS) protocol. CTS made it possible to provide many classical and canonical texts encoded in TEI format as machine-processable Linked Open Data. However, the CTS API is closely tied to the CTS URN identifier system and does not accommodate citation systems used in modern content or other forms of writing such as papyri and inscriptions. Additionally, this API does not conform to the latest community standards for Web APIs. ...

Overview This article tries out the MyCapytain library below. https://github.com/Capitains/MyCapytain Background In the following article, I covered CTS (Canonical Text Service). The following page provides explanations of CITE, CTS, and CapiTainS. https://brillpublishers.gitlab.io/documentation-cts/DTS_Guidelines.html The following document is about CITE, a system for the identification of texts and any other object. CTS is the name for the identification system itself. CapiTainS is the name for the software suite built around it. Before we go into details, we need to ask two questions: ...

Overview Canonical Text Services is described as follows: The Canonical Text Services protocol defines interaction between a client and server providing identification of texts and retrieval of canonically cited passages of texts. The following site was used as a reference. http://cts.informatik.uni-leipzig.de/Canonical_Text_Service.html Usage The following was used as a reference. https://github.com/cite-architecture/cts_spec/blob/master/md/specification.md GetCapabilities A request to check the services supported by the server. http://cts.informatik.uni-leipzig.de/pbc/cts/?request=GetCapabilities <GetCapabilities xmlns="http://relaxng.org/ns/structure/1.0" xmlns:a="http://relaxng.org/ns/compatibility/annotations/1.0" xmlns:tei="http://www.tei-c.org/ns/1.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ti="http://chs.harvard.edu/xmlns/cts"> <request>GetCapabilities</request> <reply> <TextInventory tiversion="5.0.rc.1"> <corpuslicense>Public Domain</corpuslicense> <corpussource>http://paralleltext.info/data/</corpussource> <corpuslanguage>arb,ceb,ces,cym,deu,eng,fin,fra,ita,mya,rus,tgl,ukr</corpuslanguage> <corpusname>Parallel Bible Corpus</corpusname> <corpusdescription>The Bible corpus contains 1169 unique translations, which have been assigned 906 different ISO-639-3 codes. This CTS instance contains 20 bible translations from PBC that are available as Public Domain.</corpusdescription> <textgroup urn="urn:cts:pbc:bible"> <groupname>bible</groupname> <edition urn="urn:cts:pbc:bible.parallel.arb.norm:"> <title>The Bible in Arabic</title> <license>Public Domain</license> <source>http://paralleltext.info/data/ retrieved via Canonical Text Service http://cts.informatik.uni-leipzig.de/pbc/cts/</source> <publicationDate>1865</publicationDate> <language>arb</language> <contentType>xml</contentType> </edition> ... </textgroup> </TextInventory> </reply> </GetCapabilities> GetPassage Retrieves a specific portion of text based on a specified URN (Uniform Resource Name). ...

Overview I had an opportunity to describe annotations using SVG in IIIF Presentation API v3, so here are my notes. Method By writing the following, I was able to display annotations using SVG: { "@context": "http://iiif.io/api/presentation/3/context.json", "id": "http://127.0.0.1:62816/api/iiif/3/11/manifest", "type": "Manifest", "label": { "none": [ "きりつぼ" ] }, "rights": "http://creativecommons.org/licenses/by/4.0/", "requiredStatement": { "label": { "none": [ "Attribution" ] }, "value": { "none": [ "Provided by Example Organization" ] } }, "items": [ { "id": "http://127.0.0.1:62816/api/iiif/3/11/canvas/p1", "type": "Canvas", "width": 6642, "height": 4990, "label": { "none": [ "[1]" ] }, "thumbnail": [ { "format": "image/jpeg", "id": "https://iiif.dl.itc.u-tokyo.ac.jp/iiif/genji/TIFF/A00_6587/01/01_0023.tif/full/200,/0/default.jpg", "type": "Image" } ], "annotations": [ { "id": "http://127.0.0.1:62816/api/iiif/3/11/canvas/p1/annos", "type": "AnnotationPage", "items": [ { "id": "http://127.0.0.1:62816/api/iiif/3/11/canvas/p1/annos/1", "type": "Annotation", "motivation": "commenting", "body": { "type": "TextualBody", "value": "<p>校異源氏物語 p.21 開始位置</p><p><a href=\"http://dl.ndl.go.jp/info:ndljp/pid/3437686/30\">国立国会図書館デジタルコレクション</a>でみる</p>" }, "target": { "source": "http://127.0.0.1:62816/api/iiif/3/11/canvas/p1", "type": "SpecificResource", "selector": { "type": "SvgSelector", "value": "<svg xmlns='http://www.w3.org/2000/svg'><path xmlns=\"http://www.w3.org/2000/svg\" d=\"M2798,1309c0,-34 17,-68 51,-102c0,-34 -17,-51 -51,-51c-34,0 -51,17 -51,51c34,34 51,68 51,102z\" id=\"pin_abc\" fill-opacity=\"0.5\" fill=\"#F3AA00\" stroke=\"#f38200\"/></svg>" } } } ] } ], "items": [ { "id": "http://127.0.0.1:62816/api/iiif/3/11/canvas/p1/page", "type": "AnnotationPage", "items": [ { "id": "http://127.0.0.1:62816/api/iiif/3/11/canvas/p1/page/imageanno", "type": "Annotation", "motivation": "painting", "body": { "id": "http://127.0.0.1:62816/api/iiif/3/11/image", "type": "Image", "format": "image/jpeg", "service": [ { "id": "https://iiif.dl.itc.u-tokyo.ac.jp/iiif/genji/TIFF/A00_6587/01/01_0023.tif", "type": "ImageService2", "profile": "level2" } ], "width": 6642, "height": 4990 }, "target": "http://127.0.0.1:62816/api/iiif/3/11/canvas/p1" } ] } ] } ] } The display result is shown below: ...

Overview When registering metadata to folders in Archivematica, I found that Japanese folder names need to be avoided, so here are my notes. Metadata By preparing a /metadata/metadata.csv file like the following, you can include metadata in the AIP. filename dc.type objects/aaa Folder objects/aaa/MARBLES.TGA Image At this point, if aaa is prepared with a Japanese name, the metadata for that record was not registered. Summary I hope this serves as a useful reference for those experiencing similar issues. ...

Overview I created a sample program for performing similar image search using GUIE (Google Universal Image Embedding) pre-trained models. You can access the notebook from the following link. https://colab.research.google.com/github/nakamura196/000_tools/blob/main/guie_sample.ipynb References It uses the model output from the following notebook. https://www.kaggle.com/code/francischen1991/tf-baseline-v2-submission Usage Notes Kaggle Account A Kaggle account is required to run the notebook. Obtain a Kaggle API Key and register it in your secrets. If the following is displayed, please click “Allow access.” ...

Overview I created a Drupal module to trigger GitHub Actions. https://github.com/nakamura196/Drupal-module-github_webhook Below is an explanation of how to use it. Usage Configuration After installing the module, navigate to the following path. /admin/config/github_webhook You will see a screen like the following. It is divided into two main sections: Repositories and Trigger Webhook. First, enter the repository information for the GitHub Actions target in Repository 1 under Repositories. You can add and remove repositories using Add repository and Remove repository. ...

Overview I created a sample repository using @elastic/search-ui with Nuxt. https://github.com/nakamura196/nuxt-search-ui-demo You can try it from the following URL. https://nakamura196.github.io/nuxt-search-ui-demo Background @elastic/search-ui is described as follows. https://www.elastic.co/docs/current/search-ui/overview A JavaScript library for the fast development of modern, engaging search experiences with Elastic. Get up and running quickly without re-inventing the wheel. A sample repository using Vue.js is published at the following link. https://github.com/elastic/vue-search-ui-demo This time, I created a sample repository using Nuxt, based on the above repository. ...

Overview I have updated the Mirador repository with the Text Overlay plugin that supports vertical text. https://github.com/nakamura196/mirador-integration-textoverlay References The original Text Overlay plugin repository is below. https://github.com/dbmdz/mirador-textoverlay Demo You can check the behavior on the following page. https://nakamura196.github.io/mirador-integration-textoverlay/ Press the “Text visible” button in the upper right to display the text. If it remains in a loading state, try reloading the page. References The Text Overlay plugin was added to Mirador 3 using the method introduced in the following article. ...

Overview Archivematica sample data is stored in the following repository. https://github.com/artefactual/archivematica-sampledata Notes Archivematica supports multiple input types, including Standard, Zipped directory, and Zipped bag. The data in the above repository is helpful as a reference for what files and folders to prepare for each of these types. Example: Registering with a CSV File Containing Metadata The manual documentation is at the following location. https://www.archivematica.org/en/docs/archivematica-1.16/user-manual/transfer/transfer/#transfers-with-metadata A sample is available here. https://github.com/artefactual/archivematica-sampledata/tree/master/SampleTransfers/CSVmetadata ...