Update README.md

README.md

@@ -8,89 +8,68 @@
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/636982a164aad59d4d42714b/7uop34hyFIuPixkl4zMzJ.png)
 
 
+# Sakugabooru2025: Curated Animation Clips from Enthusiasts
 
-# Sakugabooru2025: Curated Animation clips from the Enthusiasts
+[Sakugabooru.com](https://www.sakugabooru.com/post) is a booru-style imageboard dedicated to collecting and sharing noteworthy animation clips, emphasizing Japanese anime but open to creators worldwide. Over the years, it has amassed more than 240,000 animation clips, alongside informative [blog posts](https://blog.sakugabooru.com/) for anime fans everywhere.
 
-[Sakugabooru.com](https://www.sakugabooru.com/post) is a booru-style imageboard site dedicated to the collection and sharing of note-worthy animation clips, with an emphasis on Japanese anime but also open to creators from around the world. For years the site has collected over 240,000 pieces of animation clips in their database, as well as creating informative and educating [blog posts](https://blog.sakugabooru.com/) for anime fans around the world. 
-
-With the growing interest on generative video models and AI animations, the scarcity of proper animation-related video datasets <becomes a problem>/
-
-The dataset was created as an attempt to provide handy information both for animation enthusiasts as well as industry researchers, to advance the growing frontier of animation-video research.
-
-The dataset could be useful in areas such as:
-
-- Animation-related text-to-video training
-- Animation understanding for multimodal models
-- Video quality/aesthetics analysis
+With the growing interest in generative video models and AI animations, the scarcity of proper animation-related video datasets has become a challenge. This dataset was created to provide resources for animation enthusiasts and industry researchers, to help advancing the frontier of animation-video research.
 
+Potential uses include:
 
+- text-to-video training
+- multimodal animation research
+- video quality/aesthetics analysis
 
 ## Dataset Details
 
-This dataset contains all the available posts of SakugaBooru as of Dec29, 2024, with over 155,238 video clips and 8,680 images of unique or note-worthy animation clips:
+This dataset includes over 155,238 video clips and 8,680 images of unique or noteworthy animation:
 
-```
-all files: 404160
+```yaml
 image files: 8680, video files: 155238, json files: 240242
 total unique files: 404160
 last post id: 273264
 ```
 
-It's worth nothing that the current collection of clips on sakugabooru has been heavily reduced due to years of DMCA strikes. Clips from popular anime series such as [Mob Psycho 100](https://www.reddit.com/r/AnimeSakuga/comments/10du14k/alternatives_to_sakugabooru_for_mob_psycho_100/) may not be availble in this dataset, because they were taken down from the sakugabooru site.
+Note that Sakugabooru’s archives have been reduced by DMCA strikes over the years. Popular titles like [Mob Psycho 100](https://www.reddit.com/r/AnimeSakuga/comments/10du14k/alternatives_to_sakugabooru_for_mob_psycho_100/) may not appear because they were removed from the site.
 
 - **Curated by:** [trojblue](https://huggingface.co/trojblue)
-- **Language(s) (NLP):**  EN, JP
-- **License:**  MIT
-
-
+- **Language(s) (NLP):** English, Japanese
+- **License:** MIT
 
 ## Dataset Structure
 
-The tar files are generated by splitting the Sakugabooru post IDs into **modulos of 1,000**:
+Files are split into tar archives by post ID **modulo 1,000**:
 
-- For example, a post ID of **42** goes to `0000.tar`, and a post ID of **5306** goes to `0005.tar`.
-- The modulo of 1,000 makes each tar file around 1GB in size, which comes in handy when processing data in large batches.
+- Example: post ID **42** goes to `0000.tar`, post ID **5306** goes to `0005.tar`.
+- Each tar is about 1GB, suitable for large-batch data processing.
 
-
-
-The dataset itself follows the [WebDataset](https://github.com/webdataset/webdataset) conventions, where each tar contains media files of around 1GB, along with their metadata:
+The dataset follows [WebDataset](https://github.com/webdataset/webdataset) conventions, with each tar containing media files (~1GB) plus metadata:
 
 ```bash
 ./media/0.tar
 # ./train/0.tar/{sakuga_5306.webm}
 # ./train/0.tar/{sakuga_5306.json}
-
 ```
 
-The index file `./sakugabooru-index.json` is generated with the `widsindex` command (see webdataset [FAQ](https://github.com/webdataset/webdataset/blob/main/FAQ.md)):
+The index file `./sakugabooru-index.json` is generated using `widsindex` (see [WebDataset FAQ](https://github.com/webdataset/webdataset/blob/main/FAQ.md)):
 
 ```bash
 widsindex *.tar > mydataset-index.json
 ```
 
-
-
-
-
 ## Dataset Creation
 
-### Source Data
-
-The dataset is sourced directly from Sakugabooru by quering ids from 0 to latest:
+This dataset is sourced directly from Sakugabooru by querying IDs from 0 up to the latest, by Dec.28, 2024:
 
 ```bash
 https://www.sakugabooru.com/post/show/{id}
 ```
 
+### Data Collection and Processing
 
+Since Sakugabooru lacks a direct JSON API, metadata were gathered by visiting each page and extracting relevant parts. The scraper code is available here: [arot-devs/sakuga-scraper](https://github.com/arot-devs/sakuga-scraper/tree/main).
 
-#### Data Collection and Processing
-
-Since Sakugabooru doesn't have danbooru-like direct json support, metadata are collected and formatted by visiting the site and retrieving relevant parts from the page. 
-
-For future references, the scraper code has also been released here: [arot-devs/sakuga-scraper: SakugaBooru scraper](https://github.com/arot-devs/sakuga-scraper/tree/main)
-
-Each post's metadata json contains information in format similar to:
+Each post’s JSON metadata follows a format like:
 
 ```json
 {
@@ -98,41 +77,22 @@ Each post's metadata json contains information in format similar to:
     "post_url": "https://www.sakugabooru.com/post/show/100112",
     "image_url": null,
     "tags": {},
-    "id": "100112",
-    "posted": "Mon Sep 30 00:41:05 2019",
-    "timestamp": "2019-09-30T00:41:05",
-    "width": 808,
-    "height": 808,
-    "pixels": 652864,
-    "rating": "Safe",
-    "score": "0",
-    "favorited_by": [],
-    "favorite_count": 0,
+    ...
     "status_notice": [
-        "This post was deleted.\n\n      Reason: https://www.sakugabooru.com/user/show/9611. MD5: c97dbe1d0d467af199402f0ca7b8bb02"
-    ],
-    "status_notice_parsed": {}
+        "This post was deleted.\n\n      Reason: ..."
+    ]
 }
 ```
 
-
-
-No additional processings are done to the data other than collecting metadata from the page.
-
-
+No additional processing was performed beyond metadata collection.
 
 ## Bias, Risks, and Limitations
 
-Due to DMCA concerns, duplicates or other factors, only around 60% (163,918 out of 273,264) of all post IDs have media attached, and the posts may bias toward older japanese animations.
-
-
+Owing to DMCA takedowns, duplicates, or other factors, only about 60% (163,918 of 273,264) post IDs have attached media. The selection also tends to favor older Japanese animations.
 
 ### Recommendations
 
-The Sakugabooru has maintained an excellent blog for animation related news and informations: 
-
-- [Sakuga Blog – The Art of Japanese Animation](https://blog.sakugabooru.com/)
+For more interesting reads about animation, visit: [Sakuga Blog – The Art of Japanese Animation](https://blog.sakugabooru.com/)
 
-You can also support the Sakugabooru team by becoming a Patreon member: 
+You can support Sakugabooru through: [Sakugabooru | Patreon](https://www.patreon.com/Sakugabooru)
 
-- [Sakugabooru | Patreon](https://www.patreon.com/Sakugabooru)