From 8a1ab364abb5549e4e49b4ae68acae1e7c1561e1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Juan=20Sim=C3=B3=20=C3=81lvarez?= Date: Fri, 5 Apr 2024 10:23:24 +0200 Subject: [PATCH] post 19 --- docs/_posts/2024-03-22-Week-17-18.md | 2 +- docs/_posts/2024-04-05-Week-19.md | 119 ++++++++++++++++++ .../images/Week-19/Afine/Offline_test.png | Bin 0 -> 85098 bytes docs/assets/images/Week-19/Afine/Training.png | Bin 0 -> 39537 bytes .../images/Week-19/NORM_AF/Offline_test.png | Bin 0 -> 87936 bytes .../images/Week-19/NORM_AF/Training.png | Bin 0 -> 48034 bytes .../images/Week-19/Normal/Offline_test.png | Bin 0 -> 91990 bytes .../assets/images/Week-19/Normal/Training.png | Bin 0 -> 41230 bytes .../Week-19/Normalizado/Offline_test.png | Bin 0 -> 85868 bytes .../images/Week-19/Normalizado/Training.png | Bin 0 -> 27615 bytes 10 files changed, 120 insertions(+), 1 deletion(-) create mode 100644 docs/_posts/2024-04-05-Week-19.md create mode 100644 docs/assets/images/Week-19/Afine/Offline_test.png create mode 100644 docs/assets/images/Week-19/Afine/Training.png create mode 100644 docs/assets/images/Week-19/NORM_AF/Offline_test.png create mode 100644 docs/assets/images/Week-19/NORM_AF/Training.png create mode 100644 docs/assets/images/Week-19/Normal/Offline_test.png create mode 100644 docs/assets/images/Week-19/Normal/Training.png create mode 100644 docs/assets/images/Week-19/Normalizado/Offline_test.png create mode 100644 docs/assets/images/Week-19/Normalizado/Training.png diff --git a/docs/_posts/2024-03-22-Week-17-18.md b/docs/_posts/2024-03-22-Week-17-18.md index 80388a8..1b9a2d9 100644 --- a/docs/_posts/2024-03-22-Week-17-18.md +++ b/docs/_posts/2024-03-22-Week-17-18.md @@ -1,5 +1,5 @@ --- -title: "Week 17-18 - FDriving again" +title: "Week 17-18 - Driving again" image: ../assets/images/logo.png categories: - Weekly Log diff --git a/docs/_posts/2024-04-05-Week-19.md b/docs/_posts/2024-04-05-Week-19.md new file mode 100644 index 0000000..8d7df81 --- /dev/null +++ b/docs/_posts/2024-04-05-Week-19.md @@ -0,0 +1,119 @@ +--- +title: "Week 19 - Neural Pilot 2.2" +image: ../assets/images/logo.png +categories: + - Weekly Log +tags: + - GitHub Pages + - ROS2 + - Gazebo + - PID Controllers + - Autonomous Driving + - Neural Networks + - Machine Learning +--- + +# Progress This Week + +## Objective + +The objective was to achieve a well-functioning neural pilot, this time with my own datasets. + +## Summary + +With all the tests and improvements done in the last few weeks and more data for the training of the nets, I ran a final batch of Neural Pilots. + +In order to be able to compare them, all of them were trained with the same data (15534 pairs of labels and images) and parameters: +- num_epochs = 100 +- batch_size = 128 +- learning_rate = 1e-3 +- val_split = 0.1 +- shuffle_dataset = True +- save_iter = 50 +- random_seed = 471 + +The exception being the data processing. + +## Expert Pilot + +The pilot which generated the datasets can be watched here: [https://youtu.be/um7ybjK6Sj0](https://youtu.be/um7ybjK6Sj0) + +## Without Processing + +Training graph: + +
+ +
Training Graph
+
+ +Offline test: + +
+ +
Offline Test
+
+ +Result ([https://youtu.be/voo4HVciFUY](https://youtu.be/voo4HVciFUY)): It goes surprisingly smoothly, but when it gets a bit apart from the line, it stops knowing what to do. This proves the dataset doesn't have enough data about these extreme cases. This surprised me a bit because one of the datasets, Montmelo, was generated in a run I thought was quite bad because the Expert Pilot kept stepping out of the line and having to find its way back. However, this is why I implemented the affine in my trainings, so let's check it out. + +## Affine + +In my previous attempt with someone else's data, the affine did not help much and ended up being detrimental. However, after a few adjustments, we got a useful tool. + +Training graph: + +
+ +
Training Graph
+
+ +Offline test: + +
+ +
Offline Test
+
+ +Result ([https://youtu.be/oLDNV-7qnoc](https://youtu.be/oLDNV-7qnoc)): With this, I finally achieved a pilot generated completely by myself (in this second round of code; I had working ones before) that worked quite well. + +## Normalization + +Training graph: + +
+ +
Training Graph
+
+ +Offline test: + +
+ +
Offline Test
+
+ +Result ([https://youtu.be/2d9Fo25WvdE](https://youtu.be/2d9Fo25WvdE)): As it could be expected, it accelerated the training, but ended up with a similar behavior to the neural pilot without processing. + +## Affine + Normalization + +Training graph: + +
+ +
Training Graph
+
+ +Offline test: + +
+ +
Offline Test
+
+ +Result ([https://youtu.be/4V87uoV7UQI](https://youtu.be/4V87uoV7UQI)): The training was really similar to the affine one, but the result was worse, although better than without it. It may be that compressing the data makes the net make more mistakes and being not that a big range (-1.5 to 1.5) in angular velocity those little mistakes end up being big ones. + +## Conclusion + +Given the great results the affine has brought, I should keep using it. On the other hand, having a powerful computer has helped the trainings be done in more or less half an hour, which means accelerating them with normalization is not necessary and has proved detrimental with the results, so I will park it for now unless given other instructions. + +--- diff --git a/docs/assets/images/Week-19/Afine/Offline_test.png b/docs/assets/images/Week-19/Afine/Offline_test.png new file mode 100644 index 0000000000000000000000000000000000000000..e41d346313afb9d751095d63b45017ad99cb8faf GIT binary patch literal 85098 zcmbrmbyQVr7$F#bMB_$LPK~cKn5YizaA}A%Hl(eLD z%(J~SYi8E^{`uChyw@e{v*X=Q{Nj0ue55RY8IJ}Jg+g6cxG$rILSgBnP?(uG7vVcX z?3O0**98}81q~ed^2K=)0sp3UmDO=ocQAMLFmZm0vaolsd&=ix=KS=jy^E!T>jqY{ zI2^=|9CXk5sfnwVgFTammEBX6wcAss>$jLpOr4o-T)%OPNkByOrhw=TVF64h_y7}1 zK}Jf$Gh=Pa%a_#cOk#7C?d}jOUvBPXE+%Gh&L_V8UKX5S7KSD5ElF8yDeP8FGD>YS zjTelCtF1G2vjx9eE9fxsoImAH?(>D!ROP;t|1rOF{MP)H0=r!z`^#H9-r@{?UzN<+ zH$q*-v-W-Y6>yj(W&V9(SbP;lu^?YL_d7$QBako7`)Q8E|GuzsN%{Z#A(Kg)?7t6? 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