This plugin saves Rocket League 1v1 data to help train a neural network. The uploaded data is available here. This tool records features like controller state which are not available in common replay databases.
I have not tested this in a few years so there may be issues. If you would like to test it and leave an issue showing the error, I will fix it. Otherwise, I'll be able to test/fix it myself in a few weeks when I'm back in the office.
These instructions will get this plugin up and running on your local machine.
You will need to download Bakkes Mod from here, unzip the folder, and run BakkesMod.exe. This will create a bakkesmod folder located at {STEAM INSTALLATION FOLDER}\steamapps\common\rocketleague\Binaries\Win32\bakkesmod\
After running BakkesMod.exe, download nn_data_plugin.dll from this github repo and place it in the folder ...\bakkesmod\plugins\
Open plugins.cfg located at ...\bakkesmod\cfg\plugins.cfg in a text editor and add the following line at the bottom:
nn_data_plugin
The data recording process is fully automated. Every time you play a 1v1 match in casual or ranked modes, a new data file is saved to ...\bakkesmod\plugins\nn_data\ on your local machine and uploaded to the shared dropbox folder. The name of the file contains your steam ID and a number which increments with each new upload from your account.
The python script keras_sample.py in this repo shows an example of how this data can be used to train a neural network to play Rocket League.
The list below describes each column of the data. All position values have an origin at the ball spawn location at the center of the arena.
1. my_team_ID (0 for blue team, 1 for orange team)
2. my_steamID
3. my_mmr (may be useful to take the highest MMR's to train the neural net)
4. my_score (as in goals scored)
5. my_x (x position of your vehicle, positive to the right, if you're in your spawn position)
6. my_y (y position of your vehicle, positive behind you, if you're in your spawn position)
7. my_z (z position of your vehicle, positive up)
8. my_rotx (rotational position of your vehicle)
9. my_roty
10. my_rotz
11. my_vx (velocity of your vehicle)
12. my_vy
13. my_vz
14. my_avx (angular velocity of your vehicle)
15. my_avy
16. my_avz
17. my_supersonic (boolean to tell when you are supersonic)
18. my_throttle (-1 for full reverse, 1 for full forward)
19. my_steer (-1 for full left, 1 for full right)
20. my_pitch (-1 for nose down, 1 for nose up)
21. my_yaw (-1 for full left, 1 for full right)
22. my_roll (-1 for roll left, 1 for roll right)
23. my_jump (true if jump button is pressed)
24. my_activateboost (true if boost is activated)
25. my_handbrake (true if handbrake is activated)
26. my_jumped (true if player has jumped)
27. my_boostamount
28. opponent_steamid (a unique ID is still created for cross-platform players)
29. opponent_mmr
30. opponent_score
31. opponent_x (positive to the opponent's right, if opponent is in their spawn position)
32. opponent_y (positive behind the opponent, if opponent is in their spawn position)
33. opponent_z
34. opponent_rotx
35. opponent_roty
36. opponent_rotz
37. opponent_vx
38. opponent_vy
39. opponent_vz
40. opponent_avx
41. opponent_avy
42. opponent_avz
43. opponent_supersonic
44. opponent_throttle
45. opponent_steer
46. opponent_pitch
47. opponent_yaw
48. opponent_roll
49. opponent_jump
50. opponent_activateboost
51. opponent_handbrake
52. opponent_jumped
53. opponent_boostamount
54. ball_x (same coordinate frame as my_x, my_y, my_z)
55. ball_y
56. ball_z
57. ball_vx
58. ball_vy
59. ball_vz
60. ball_avx
61. ball_avy
62. ball_avz
63. my_ball_touches (an integer which increments every time you touch the ball)
64. opponent_ball_touches
65. game_countdown (game countdown which updates every second, from 300 to 0)