Datasets:
sartajbhuvaji
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Update README.md
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README.md
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---
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license: mit
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---
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---
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license: mit
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task_categories:
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- image-classification
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tags:
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- self driving
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- GTA
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- GTA V
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size_categories:
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- 10M<n<100M
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---
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### Info
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- Image Resolution : 270, 480
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- Mode : RGB
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- Dimension : (270, 480, 3)
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- File Count : 100
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- Size : 1.81 GB/file
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- Total Data Size : 362 GB
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- Total Frames : 1 Million
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### Data Set sizes
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#### Mini :
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- Folder Name : mini
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- Files : 01
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- Total Size : 1.81 GB
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- Total Frames : 5000
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#### First Half
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- Folder Name : Training Data(1-100)
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- Files : 100
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- Total Size : 181 GB
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- Total Frames : 500,000
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#### Second Half
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- Folder Name : Training Data(101-200)
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- Files : 100
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- Total Size : 181 GB
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- Total Frames : 500,000
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### Data Count
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#### Mini
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```
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'W': [1, 0, 0, 0, 0, 0, 0, 0, 0] : 3627
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'S': [0, 1, 0, 0, 0, 0, 0, 0, 0] : 50
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'A': [0, 0, 1, 0, 0, 0, 0, 0, 0] : 104
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'D': [0, 0, 0, 1, 0, 0, 0, 0, 0] : 106
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'WA': [0, 0, 0, 0, 1, 0, 0, 0, 0] : 364
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'WD': [0, 0, 0, 0, 0, 1, 0, 0, 0] : 416
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'SA': [0, 0, 0, 0, 0, 0, 1, 0, 0] : 35
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'SD': [0, 0, 0, 0, 0, 0, 0, 1, 0] : 47
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'NK': [0, 0, 0, 0, 0, 0, 0, 0, 1] : 248
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NONE : 3
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```
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#### First Half (Data Count (1-100))
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```
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'W': [1, 0, 0, 0, 0, 0, 0, 0, 0] : 353725
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'S': [0, 1, 0, 0, 0, 0, 0, 0, 0] : 2243
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'A': [0, 0, 1, 0, 0, 0, 0, 0, 0] : 14303
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'D': [0, 0, 0, 1, 0, 0, 0, 0, 0] : 13114
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'WA': [0, 0, 0, 0, 1, 0, 0, 0, 0] : 30877
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'WD': [0, 0, 0, 0, 0, 1, 0, 0, 0] : 29837
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'SA': [0, 0, 0, 0, 0, 0, 1, 0, 0] : 1952
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'SD': [0, 0, 0, 0, 0, 0, 0, 1, 0] : 1451
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'NK': [0, 0, 0, 0, 0, 0, 0, 0, 1] : 52256
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NONE : 242
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```
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#### Second Half (Data Count (101-200))
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```
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'W': [1, 0, 0, 0, 0, 0, 0, 0, 0] : 359025
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'S': [0, 1, 0, 0, 0, 0, 0, 0, 0] : 2834
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'A': [0, 0, 1, 0, 0, 0, 0, 0, 0] : 11025
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'D': [0, 0, 0, 1, 0, 0, 0, 0, 0] : 9639
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'WA': [0, 0, 0, 0, 1, 0, 0, 0, 0] : 31896
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'WD': [0, 0, 0, 0, 0, 1, 0, 0, 0] : 29756
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'SA': [0, 0, 0, 0, 0, 0, 1, 0, 0] : 1742
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'SD': [0, 0, 0, 0, 0, 0, 0, 1, 0] : 2461
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'NK': [0, 0, 0, 0, 0, 0, 0, 0, 1] : 51313
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NONE : 309
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```
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### Graphics Details
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- Original Resolution : 800 x 600
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- Aspect Ratio : 16:10
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- All Video Settings : Low
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### Camera Details
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- Camera : Hood Cam
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- Vehical Camera Height : Low
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- First Person Vehical Auto-Center : On
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- First Person Head Bobbing : Off
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### Other Details
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- Vehical : Michael's Car
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- Vehical Mods : All Max
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- Cv2 Mask : None
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- Way Point : Enabled/Following
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- Weather Conditions : Mostly Sunny
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- Time of Day : Day, Night
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- Rain : Some
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### Note
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- Remove `NONE` while processing the data
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- Use the `mini` dataset for initial setup and testing
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- Check `training_data_count_001-100.csv` & `training_data_count_101-200.csv` for detailed count
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- Check `training_data_stats.py` for more info
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