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README.md
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| 1 |
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---
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license: mit
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| 3 |
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task_categories:
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- image-classification
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size_categories:
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- 1K<n<10K
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---
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# Dataset Card: Taiwan Wildlife Imagery Dataset
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## Dataset Summary
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This dataset is primarily designed for training and evaluating Taiwan wildlife image classification models. The total storage size is approximately 8GB, comprising wildlife monitoring imagery captured via infrared trigger cameras across various altitudinal gradients in Taiwan.
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The dataset focuses on medium-to-large terrestrial mammals (e.g., Reeves's Muntjac, Formosan Macaque) and ground-dwelling birds. To fully comply with information security protocols and Double-blind Review principles, all precise geographical coordinates have been generalized. Furthermore, any accidental human captures, patrol footprints, or proprietary equipment identifiers have been strictly filtered out to ensure complete privacy and metadata anonymity. This dataset operates independently and has no association or data linkage with any specific school, academic institution, or commercial enterprise.
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## Dataset Structure
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- `0`: Civet
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- `1`: Emerald Dove
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- `2`: Formosan Gem-faced Civet
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- `3`: Formosan Ferret-badger
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- `4`: Formosan Sambar Deer
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- `5`: Formosan Serow
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- `6`: Formosan Sika Deer
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- `7`: Formosan Yellow-throated Marten
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- `8`: Formosan Macaque
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- `9`: Formosan Wild Boar
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- `10`: Mouse
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- `11`: Reeves's Muntjac
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- `12`: Swinhoe's Pheasant
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- `13`: Taiwan Partridge
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- `14`: Urva
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- `15`: Cat
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- `16`: Dog
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- `17`: Squirrel
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### File Structure
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```text
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.
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├── train/ # train data.
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├──00(Civet)
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├──01(Emerald Dove)
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├──02(Formosan Gem-faced Civet)
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| 42 |
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.
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| 43 |
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.
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| 44 |
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.
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└──17(Squirrel)
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└── test/ # test data.
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├──00(Civet)
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├──01(Emerald Dove)
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├──02(Formosan Gem-faced Civet)
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| 50 |
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.
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.
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.
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└──17(Squirrel)
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```
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## Data Collection & Preprocessing
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### Data Sources
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* This dataset was legally collected by an independent research group through field operations or integrated and provided by anonymous ecological volunteers under strict de-identification conditions.
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* **Disclaimer**: This dataset does not sync, link, or associate with the internal institutional data of any specific university, academic department, or commercial entity.
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### Data Anonymization
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To maintain rigorous information security, data privacy, and academic double-blindness, the following de-identification procedures have been fully executed:
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* **Direct Identifier Removal**: Personal information such as names, student IDs, national ID numbers, emails, phone numbers, and IP addresses have been completely removed.
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## Limitations & License
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* This dataset is distributed under the [MIT License].
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* Users of this dataset must strictly adhere to personal privacy and academic ethics principles. **It is strictly prohibited to maliciously cross-reference image backgrounds, residual data patterns, or cross-regional clues to reverse-engineer or identify specific individuals, research groups, or academic institutions.** Users shall bear full academic and legal liabilities for any such improper usage.
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---
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license: mit
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| 74 |
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task_categories:
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- classification
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size_categories:
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| 77 |
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- 1K<n<10K
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---
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# Dataset Card: 台灣野生動物影像資料
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## 資料集概覽 (Dataset Summary)
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本資料集主要用於臺灣野生動物影像分類任務訓練。資料總容量約為 8GB 的野生動物監測影像,由紅外線觸發相機在台灣不同海拔梯度區域拍攝。
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資料集重點關注中大型陸棲哺乳動物(如台灣山羌、台灣獼猴)及地棲鳥類。所有地理座標均已進行概括處理,且已嚴格剔除意外拍攝到的人員及地棲鳥類。
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所有地理座標均已進行概括處理,且已嚴格剔除意外拍攝的人員影像及專有設備的隱私性。
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本資料集在發布與託管前,已進行嚴格的去識別化與隱私審查,確保不包含任何個人隱私、學校機關或特定組織之識別資訊。
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## 資料集結構 (Dataset Structure)
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- `0`: Civet
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- `1`: Emerald Dove
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| 92 |
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- `2`: Formosan Gem-faced Civet
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| 93 |
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- `3`: Formosan Ferret-badger
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| 94 |
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- `4`: Formosan Sambar Deer
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| 95 |
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- `5`: Formosan Serow
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| 96 |
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- `6`: Formosan Sika Deer
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| 97 |
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- `7`: Formosan Yellow-throated Marten
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| 98 |
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- `8`: Formosan Macaque
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| 99 |
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- `9`: Formosan Wild Boar
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| 100 |
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- `10`: Mouse
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| 101 |
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- `11`: Reeves's Muntjac
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| 102 |
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- `12`: Swinhoe's Pheasant
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| 103 |
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- `13`: Taiwan Partridge
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| 104 |
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- `14`: Urva
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- `15`: Cat
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- `16`: Dog
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- `17`: Squirrel
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### 檔案組織 (File Structure)
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```
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.
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├── train/ # 訓練集資料。
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├──00(Civet)
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├──01(Emerald Dove)
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├──02(Formosan Gem-faced Civet)
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.
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.
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.
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└──17(Squirrel)
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└── test/ # 測試集資料。
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├──00(Civet)
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├──01(Emerald Dove)
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├──02(Formosan Gem-faced Civet)
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.
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.
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.
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└──17(Squirrel)
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```
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## 資料蒐集與處理 (Data Collection & Preprocessing)
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| 129 |
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### 資料來源 (Data Sources)
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| 131 |
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* 本資料集由獨立研究小組透過合法蒐集,或由匿名志願者在去識別化前提下提供。
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| 132 |
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* **聲明**:本資料集不與任何特定學校、學術單位或商業公司之內部機關資料連動。
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| 133 |
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### 去識別化處置 (Data Anonymization)
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| 135 |
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為了維護資訊安全與隱私,本資料集已執行以下去識別化程序:
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* **直接識別符刪除**:已全數剔除姓名、學號、身份證字號、電子郵件、電話號碼、IP 位址等資訊。
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| 137 |
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## 使用限制與授權 (Limitations & License)
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| 139 |
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* 本資料集以 [MIT License] 條款開放。
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| 140 |
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* 使用者在使用本資料集時,應嚴格遵守個人隱私保護原則,**嚴禁惡意透過多個欄位進行交叉比對以試圖反向追蹤、識別特定個人或學校單位**。如有任何不當使用,使用者須自行承擔法律責任。
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