Datasets:
File size: 2,647 Bytes
7589982 cba18a1 7589982 cba18a1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 |
---
license: mit
task_categories:
- image-classification
tags:
- self driving
- GTA
- GTA V
size_categories:
- 10M<n<100M
---
### Info
- Image Resolution : 270, 480
- Mode : RGB
- Dimension : (270, 480, 3)
- File Count : 100
- Size : 1.81 GB/file
- Total Data Size : 362 GB
- Total Frames : 1 Million
### Data Set sizes
#### Mini :
- Folder Name : mini
- Files : 01
- Total Size : 1.81 GB
- Total Frames : 5000
#### First Half
- Folder Name : Training Data(1-100)
- Files : 100
- Total Size : 181 GB
- Total Frames : 500,000
#### Second Half
- Folder Name : Training Data(101-200)
- Files : 100
- Total Size : 181 GB
- Total Frames : 500,000
### Data Count
#### Mini
```
'W': [1, 0, 0, 0, 0, 0, 0, 0, 0] : 3627
'S': [0, 1, 0, 0, 0, 0, 0, 0, 0] : 50
'A': [0, 0, 1, 0, 0, 0, 0, 0, 0] : 104
'D': [0, 0, 0, 1, 0, 0, 0, 0, 0] : 106
'WA': [0, 0, 0, 0, 1, 0, 0, 0, 0] : 364
'WD': [0, 0, 0, 0, 0, 1, 0, 0, 0] : 416
'SA': [0, 0, 0, 0, 0, 0, 1, 0, 0] : 35
'SD': [0, 0, 0, 0, 0, 0, 0, 1, 0] : 47
'NK': [0, 0, 0, 0, 0, 0, 0, 0, 1] : 248
NONE : 3
```
#### First Half (Data Count (1-100))
```
'W': [1, 0, 0, 0, 0, 0, 0, 0, 0] : 353725
'S': [0, 1, 0, 0, 0, 0, 0, 0, 0] : 2243
'A': [0, 0, 1, 0, 0, 0, 0, 0, 0] : 14303
'D': [0, 0, 0, 1, 0, 0, 0, 0, 0] : 13114
'WA': [0, 0, 0, 0, 1, 0, 0, 0, 0] : 30877
'WD': [0, 0, 0, 0, 0, 1, 0, 0, 0] : 29837
'SA': [0, 0, 0, 0, 0, 0, 1, 0, 0] : 1952
'SD': [0, 0, 0, 0, 0, 0, 0, 1, 0] : 1451
'NK': [0, 0, 0, 0, 0, 0, 0, 0, 1] : 52256
NONE : 242
```
#### Second Half (Data Count (101-200))
```
'W': [1, 0, 0, 0, 0, 0, 0, 0, 0] : 359025
'S': [0, 1, 0, 0, 0, 0, 0, 0, 0] : 2834
'A': [0, 0, 1, 0, 0, 0, 0, 0, 0] : 11025
'D': [0, 0, 0, 1, 0, 0, 0, 0, 0] : 9639
'WA': [0, 0, 0, 0, 1, 0, 0, 0, 0] : 31896
'WD': [0, 0, 0, 0, 0, 1, 0, 0, 0] : 29756
'SA': [0, 0, 0, 0, 0, 0, 1, 0, 0] : 1742
'SD': [0, 0, 0, 0, 0, 0, 0, 1, 0] : 2461
'NK': [0, 0, 0, 0, 0, 0, 0, 0, 1] : 51313
NONE : 309
```
### Graphics Details
- Original Resolution : 800 x 600
- Aspect Ratio : 16:10
- All Video Settings : Low
### Camera Details
- Camera : Hood Cam
- Vehical Camera Height : Low
- First Person Vehical Auto-Center : On
- First Person Head Bobbing : Off
### Other Details
- Vehical : Michael's Car
- Vehical Mods : All Max
- Cv2 Mask : None
- Way Point : Enabled/Following
- Weather Conditions : Mostly Sunny
- Time of Day : Day, Night
- Rain : Some
### Note
- Remove `NONE` while processing the data
- Use the `mini` dataset for initial setup and testing
- Check `training_data_count_001-100.csv` & `training_data_count_101-200.csv` for detailed count
- Check `training_data_stats.py` for more info |