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  license: mit
 
 
 
 
 
 
 
 
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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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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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