Datasets:
Update dataset card and rename Jan 11 session
Browse files
{12_01_2023_session_1_air → 11_01_23_session_1}/DJI_0488.MP4
RENAMED
|
File without changes
|
{12_01_2023_session_1_air → 11_01_23_session_1}/readme.txt
RENAMED
|
File without changes
|
README.md
CHANGED
|
@@ -58,205 +58,17 @@ testing preprocessing methods rather than as a benchmark dataset itself.
|
|
| 58 |
English (metadata and documentation)
|
| 59 |
|
| 60 |
## Dataset Structure
|
| 61 |
-
The dataset is organized by collection session, with each session corresponding to a specific date and filming session. Session folders contain original MP4 video files, trimmed MP4 video files when non-wildlife or privacy-sensitive footage was removed, SRT metadata files when available, and a `readme.txt` documenting trimming and non-uploaded source files when applicable:
|
| 62 |
```
|
| 63 |
KABR_Raw_Videos/
|
| 64 |
-
├──
|
| 65 |
-
│ └── DJI_0488.MP4
|
| 66 |
├── 12_01_2023_session_2_air/
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
├──
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
│ ├── DJI_0045.MP4
|
| 74 |
-
│ ├── DJI_0045.SRT
|
| 75 |
-
│ ├── ...
|
| 76 |
-
│ ├── DJI_0048_trimmed.MP4
|
| 77 |
-
│ └── DJI_0048.SRT
|
| 78 |
-
├── 14_01_2023_session_3/
|
| 79 |
-
│ ├── DJI_0050_trimmed.MP4
|
| 80 |
-
│ ├── DJI_0050.SRT
|
| 81 |
-
│ ├── ...
|
| 82 |
-
│ ├── DJI_0061_trimmed.MP4
|
| 83 |
-
│ └── DJI_0061.SRT
|
| 84 |
-
├── 14_01_2023_session_4/
|
| 85 |
-
│ └── DJI_0987.MP4
|
| 86 |
-
├── 14_01_2023_session_5/
|
| 87 |
-
│ ├── DJI_0062_trimmed.MP4
|
| 88 |
-
│ ├── DJI_0062.SRT
|
| 89 |
-
│ ├── ...
|
| 90 |
-
│ ├── DJI_0068_trimmed.MP4
|
| 91 |
-
│ └── DJI_0068.SRT
|
| 92 |
-
├── 17_01_2023_session_3/
|
| 93 |
-
│ ├── DJI_0014_trimmed.MP4
|
| 94 |
-
│ ├── DJI_0014.SRT
|
| 95 |
-
│ ├── ...
|
| 96 |
-
│ ├── DJI_0020_trimmed.MP4
|
| 97 |
-
│ └── DJI_0020.SRT
|
| 98 |
-
├── 17_01_2023_session_4/
|
| 99 |
-
│ ├── brown-male/
|
| 100 |
-
│ │ ├── DJI_0021_trimmed.MP4
|
| 101 |
-
│ │ ├── DJI_0021.SRT
|
| 102 |
-
│ │ ├── ...
|
| 103 |
-
│ │ ├── DJI_0027_trimmed.MP4
|
| 104 |
-
│ │ └── DJI_0027.SRT
|
| 105 |
-
│ └── zigzag-female/
|
| 106 |
-
│ ├── DJI_0028_trimmed.MP4
|
| 107 |
-
│ ├── DJI_0028.SRT
|
| 108 |
-
│ ├── ...
|
| 109 |
-
│ ├── DJI_0033.MP4
|
| 110 |
-
│ └── DJI_0033.SRT
|
| 111 |
-
├── 18_01_2023_session_1/
|
| 112 |
-
├── 18_01_2023_session_2/
|
| 113 |
-
│ ├── DJI_0050_trimmed.MP4
|
| 114 |
-
│ ├── DJI_0050.SRT
|
| 115 |
-
│ ├── DJI_0051.MP4
|
| 116 |
-
│ └── DJI_0051.SRT
|
| 117 |
-
├── 18_01_2023_session_3/
|
| 118 |
-
│ ├── DJI_0053.MP4
|
| 119 |
-
│ ├── DJI_0053.SRT
|
| 120 |
-
│ ├── DJI_0054_trimmed.MP4
|
| 121 |
-
│ └── DJI_0054.SRT
|
| 122 |
-
├── 18_01_2023_session_4/
|
| 123 |
-
│ ├── DJI_0055.MP4
|
| 124 |
-
│ ├── DJI_0055.SRT
|
| 125 |
-
│ ├── ...
|
| 126 |
-
│ ├── DJI_0060_trimmed.MP4
|
| 127 |
-
│ └── DJI_0060.SRT
|
| 128 |
-
├── 18_01_2023_session_5/
|
| 129 |
-
│ ├── DJI_0677.MP4
|
| 130 |
-
│ ├── DJI_0677.SRT
|
| 131 |
-
│ ├── ...
|
| 132 |
-
│ ├── DJI_0680.MP4
|
| 133 |
-
│ └── DJI_0680.SRT
|
| 134 |
-
├── 18_01_2023_session_6/
|
| 135 |
-
│ ├── DJI_0061_trimmed.MP4
|
| 136 |
-
│ ├── DJI_0061.SRT
|
| 137 |
-
│ ├── ...
|
| 138 |
-
│ ├── DJI_0067_trimmed.MP4
|
| 139 |
-
│ └── DJI_0067.SRT
|
| 140 |
-
├── 18_01_2023_session_7/
|
| 141 |
-
│ ├── DJI_0068_trimmed.mp4
|
| 142 |
-
│ ├── DJI_0068.SRT
|
| 143 |
-
│ ├── ...
|
| 144 |
-
│ ├── DJI_0071.MP4
|
| 145 |
-
│ └── DJI_0071.SRT
|
| 146 |
-
├── 18_01_2023_session_8/
|
| 147 |
-
│ ├── DJI_0076_trimmed.MP4
|
| 148 |
-
│ ├── DJI_0076.SRT
|
| 149 |
-
│ ├── ...
|
| 150 |
-
│ ├── DJI_0081.MP4
|
| 151 |
-
│ └── DJI_0081.SRT
|
| 152 |
-
├── 19_01_2023_session_1/
|
| 153 |
-
│ ├── DJI_0083.MP4
|
| 154 |
-
│ ├── DJI_0083.SRT
|
| 155 |
-
│ ├── ...
|
| 156 |
-
│ ├── DJI_0088.MP4
|
| 157 |
-
│ └── DJI_0088.SRT
|
| 158 |
-
├── 19_01_2023_session_2/
|
| 159 |
-
│ ├── DJI_0090_trimmed.MP4
|
| 160 |
-
│ ├── DJI_0090.SRT
|
| 161 |
-
│ ├── ...
|
| 162 |
-
│ ├── DJI_0096_trimmed.MP4
|
| 163 |
-
│ └── DJI_0096.SRT
|
| 164 |
-
├── 19_01_2023_session_3/
|
| 165 |
-
│ ├── DJI_0097_trimmed.MP4
|
| 166 |
-
│ ├── DJI_0097.SRT
|
| 167 |
-
│ ├── ...
|
| 168 |
-
│ ├── DJI_0103_trimmed.MP4
|
| 169 |
-
│ └── DJI_0103.SRT
|
| 170 |
-
├── 19_01_2023_session_4/
|
| 171 |
-
│ ├── DJI_0104.MP4
|
| 172 |
-
│ ├── DJI_0104.SRT
|
| 173 |
-
│ ├── ...
|
| 174 |
-
│ ├── DJI_0109_trimmed.MP4
|
| 175 |
-
│ └── DJI_0109.SRT
|
| 176 |
-
├── 19_01_2023_session_5/
|
| 177 |
-
│ ├── DJI_0112.MP4
|
| 178 |
-
│ ├── DJI_0112.SRT
|
| 179 |
-
│ ├── ...
|
| 180 |
-
│ ├── DJI_0117_trimmed.MP4
|
| 181 |
-
│ └── DJI_0117.SRT
|
| 182 |
-
├── 19_01_2023_session_6/
|
| 183 |
-
│ ├── DJI_0118.MP4
|
| 184 |
-
│ ├── DJI_0118.SRT
|
| 185 |
-
│ ├── ...
|
| 186 |
-
│ ├── DJI_0124_trimmed.MP4
|
| 187 |
-
│ └── DJI_0124.SRT
|
| 188 |
-
├── 20_01_2023_session_1/
|
| 189 |
-
│ ├── DJI_0125.MP4
|
| 190 |
-
│ ├── DJI_0125.SRT
|
| 191 |
-
│ ├── ...
|
| 192 |
-
│ ├── DJI_0130_trimmed.MP4
|
| 193 |
-
│ └── DJI_0130.SRT
|
| 194 |
-
├── 20_01_2023_session_2/
|
| 195 |
-
│ ├── DJI_0131_trimmed.MP4
|
| 196 |
-
│ ├── DJI_0131.SRT
|
| 197 |
-
│ ├── ...
|
| 198 |
-
│ ├── DJI_0140_trimmed.MP4
|
| 199 |
-
│ └── DJI_0140.SRT
|
| 200 |
-
├── 20_01_2023_session_3/
|
| 201 |
-
│ ├── DJI_0142.MP4
|
| 202 |
-
│ ├── DJI_0142.SRT
|
| 203 |
-
│ ├── ...
|
| 204 |
-
│ ├── DJI_0147_trimmed.mp4
|
| 205 |
-
│ └── DJI_0147.SRT
|
| 206 |
-
├── 20_01_2023_session_4/
|
| 207 |
-
│ ├── DJI_0149.MP4
|
| 208 |
-
│ ├── DJI_0149.SRT
|
| 209 |
-
│ ├── ...
|
| 210 |
-
│ ├── DJI_0155_trimmed.MP4
|
| 211 |
-
│ └── DJI_0155.SRT
|
| 212 |
-
├── 20_01_2023_session_5/
|
| 213 |
-
│ ├── DJI_0156_trimmed.MP4
|
| 214 |
-
│ ├── DJI_0156.SRT
|
| 215 |
-
│ ├── ...
|
| 216 |
-
│ ├── DJI_0162_trimmed.MP4
|
| 217 |
-
│ └── DJI_0162.SRT
|
| 218 |
-
├── 20_01_2023_session_6/
|
| 219 |
-
│ ├── DJI_0163_trimmed.MP4
|
| 220 |
-
│ ├── DJI_0163.SRT
|
| 221 |
-
│ ├── ...
|
| 222 |
-
│ ├── DJI_0167.MP4
|
| 223 |
-
│ └── DJI_0167.SRT
|
| 224 |
-
├── 21_01_2023_session_1/
|
| 225 |
-
│ ├── DJI_0178.MP4
|
| 226 |
-
│ ├── DJI_0178.SRT
|
| 227 |
-
│ ├── ...
|
| 228 |
-
│ ├── DJI_0184_trimmed.MP4
|
| 229 |
-
│ └── DJI_0184.SRT
|
| 230 |
-
├── 21_01_2023_session_2/
|
| 231 |
-
│ ├── DJI_0185_trimmed.MP4
|
| 232 |
-
│ ├── DJI_0185.SRT
|
| 233 |
-
│ ├── ...
|
| 234 |
-
│ ├── DJI_0191_trimmed.MP4
|
| 235 |
-
│ └── DJI_0191.SRT
|
| 236 |
-
├── 21_01_2023_session_3/
|
| 237 |
-
│ ├── DJI_0192_trimmed.MP4
|
| 238 |
-
│ ├── DJI_0192.SRT
|
| 239 |
-
│ ├── ...
|
| 240 |
-
│ ├── DJI_0198.MP4
|
| 241 |
-
│ └── DJI_0198.SRT
|
| 242 |
-
├── 21_01_2023_session_4/
|
| 243 |
-
│ ├── DJI_0199_trimmed.MP4
|
| 244 |
-
│ ├── DJI_0199.SRT
|
| 245 |
-
│ ├── ...
|
| 246 |
-
│ ├── DJI_0205_trimmed.MP4
|
| 247 |
-
│ └── DJI_0205.SRT
|
| 248 |
-
├── 21_01_2023_session_5/
|
| 249 |
-
│ ├── DJI_0206.MP4
|
| 250 |
-
│ ├── DJI_0206.SRT
|
| 251 |
-
│ ├── ...
|
| 252 |
-
│ ├── DJI_0212_trimmed.mp4
|
| 253 |
-
│ └── DJI_0212.SRT
|
| 254 |
-
└── 21_01_2023_session_6/
|
| 255 |
-
├── DJI_0213.MP4
|
| 256 |
-
├── DJI_0213.SRT
|
| 257 |
-
├── ...
|
| 258 |
-
├── DJI_0219_trimmed.MP4
|
| 259 |
-
└── DJI_0219.SRT
|
| 260 |
```
|
| 261 |
|
| 262 |
### File Types:
|
|
@@ -276,7 +88,7 @@ Format: MP4
|
|
| 276 |
Recording altitude: 10-50 meters above animals
|
| 277 |
Duration: Variable per clip
|
| 278 |
|
| 279 |
-
**Metadata:** Each video
|
| 280 |
- GPS coordinates
|
| 281 |
- Altitude information
|
| 282 |
- Camera settings (ISO, shutter speed, etc.)
|
|
@@ -295,7 +107,7 @@ in their natural habitat
|
|
| 295 |
#### Trimming Status:
|
| 296 |
- Original videos: Complete, unmodified drone footage
|
| 297 |
- Trimmed videos: Sections containing non-wildlife or privacy-sensitive footage have been removed
|
| 298 |
-
- Most session folders contain at least one trimmed MP4 file; exceptions are `
|
| 299 |
|
| 300 |
### Data Splits
|
| 301 |
This raw video dataset does not have formal train/validation splits, as it serves as source material rather than a processed training dataset. Researchers can define their own splits based on sessions, dates, or content as needed for their specific applications.
|
|
@@ -319,7 +131,7 @@ The inclusion of flight metadata through SRT files allows researchers to incorpo
|
|
| 319 |
#### Initial Data Collection and Normalization
|
| 320 |
Data was collected from 10 January 2023 through 21 January 2023 at the Mpala Research Centre in Kenya under a Nacosti research license.
|
| 321 |
We used DJI Air 2S drones equipped with cameras to record 4K and 5.4K resolution videos from varying altitudes and distances of 10 to 50 meters from the animals.
|
| 322 |
-
The
|
| 323 |
|
| 324 |
**Privacy Protection and Footage Filtering:** Some videos have been trimmed to remove non-wildlife or privacy-sensitive footage, including drone takeoff/landing, gimbal-down footage, people, or vehicles.
|
| 325 |
The specific modifications made to each session are documented in the respective `readme.txt` files.
|
|
@@ -357,7 +169,7 @@ Content Limitations:
|
|
| 357 |
### Additional Information
|
| 358 |
**Dataset Size**
|
| 359 |
The dataset contains 200 MP4 video files across 35 session folders, with total size dependent on video duration and compression.
|
| 360 |
-
|
| 361 |
|
| 362 |
**Relationship to initial KABR dataset release**
|
| 363 |
This raw video collection is similar the source material from which the processed
|
|
|
|
| 58 |
English (metadata and documentation)
|
| 59 |
|
| 60 |
## Dataset Structure
|
| 61 |
+
The dataset is organized by collection session, with each session corresponding to a specific date and filming session. The abbreviated overview below lists all session folders; bracketed ranges denote separate folders (for example, `session_[1-5]` represents sessions 1 through 5). Session folders contain original MP4 video files, trimmed MP4 video files when non-wildlife or privacy-sensitive footage was removed, SRT metadata files when available, and a `readme.txt` documenting trimming and non-uploaded source files when applicable:
|
| 62 |
```
|
| 63 |
KABR_Raw_Videos/
|
| 64 |
+
├── 11_01_23_session_1/
|
|
|
|
| 65 |
├── 12_01_2023_session_2_air/
|
| 66 |
+
├── 14_01_2023_session_[1-5]/
|
| 67 |
+
├── 17_01_2023_session_[3-4]/
|
| 68 |
+
├── 18_01_2023_session_[1-8]/
|
| 69 |
+
├── 19_01_2023_session_[1-6]/
|
| 70 |
+
├── 20_01_2023_session_[1-6]/
|
| 71 |
+
└── 21_01_2023_session_[1-6]/
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 72 |
```
|
| 73 |
|
| 74 |
### File Types:
|
|
|
|
| 88 |
Recording altitude: 10-50 meters above animals
|
| 89 |
Duration: Variable per clip
|
| 90 |
|
| 91 |
+
**Metadata:** Each video, except those in `11_01_23_session_1/` and `12_01_2023_session_2_air/`, has a corresponding .SRT file containing:
|
| 92 |
- GPS coordinates
|
| 93 |
- Altitude information
|
| 94 |
- Camera settings (ISO, shutter speed, etc.)
|
|
|
|
| 107 |
#### Trimming Status:
|
| 108 |
- Original videos: Complete, unmodified drone footage
|
| 109 |
- Trimmed videos: Sections containing non-wildlife or privacy-sensitive footage have been removed
|
| 110 |
+
- Most session folders contain at least one trimmed MP4 file; exceptions are `11_01_23_session_1/`, `14_01_2023_session_4/`, `18_01_2023_session_1/`, `18_01_2023_session_5/`, `19_01_2023_session_1/`. Trimming decisions and non-uploaded source files are documented in the relevant session `readme.txt` files.
|
| 111 |
|
| 112 |
### Data Splits
|
| 113 |
This raw video dataset does not have formal train/validation splits, as it serves as source material rather than a processed training dataset. Researchers can define their own splits based on sessions, dates, or content as needed for their specific applications.
|
|
|
|
| 131 |
#### Initial Data Collection and Normalization
|
| 132 |
Data was collected from 10 January 2023 through 21 January 2023 at the Mpala Research Centre in Kenya under a Nacosti research license.
|
| 133 |
We used DJI Air 2S drones equipped with cameras to record 4K and 5.4K resolution videos from varying altitudes and distances of 10 to 50 meters from the animals.
|
| 134 |
+
The sessions `11_01_23_session_1/` and `12_01_2023_session_2_air/` were collected with a DJI Air drone and do not contain detailed SRT files or mission notes.
|
| 135 |
|
| 136 |
**Privacy Protection and Footage Filtering:** Some videos have been trimmed to remove non-wildlife or privacy-sensitive footage, including drone takeoff/landing, gimbal-down footage, people, or vehicles.
|
| 137 |
The specific modifications made to each session are documented in the respective `readme.txt` files.
|
|
|
|
| 169 |
### Additional Information
|
| 170 |
**Dataset Size**
|
| 171 |
The dataset contains 200 MP4 video files across 35 session folders, with total size dependent on video duration and compression.
|
| 172 |
+
Video-containing session folders contain 1-13 video files, with most containing 6-7 video files. Individual files range from short clips to videos over 10 minutes in length.
|
| 173 |
|
| 174 |
**Relationship to initial KABR dataset release**
|
| 175 |
This raw video collection is similar the source material from which the processed
|