Samples.pkl not found

[aditya-AI]

Hi Arnald, the data path you have provided returns a samples.rar which has sample_train.csv and sample_test.csv.

Could you please tell me how do I get the actual samples.pkl you used in your Keras.ipynb notebook?

[chinar-amrutkar]

Yup, facing the same issue. Have you found any alternatives to this repo for this same functionality(head pose/position) for the time being?

Thanks.

[arnaldog12]

Sorry for that. I'll generate the samples.pkl file again for you, guys. I'll try to make it today.

[arnaldog12]

You can download samples.pkl here.
The dump has already the dataset divided in train/test. So, you can call like this:

x_train, x_test, y_train, y_test = pkl.load(open('data/sample.pkl', 'rb'))

[chinar-amrutkar]

Thanks Arnaldo!

[sf308]

I am unable to access the following link:
https://we.tl/t-4aQmNrpO9T

I tried importing dat in csv format from this source https://drive.google.com/file/d/1QPgrmOtJ2Y1jD0-0Ya6P4GUsyGDJKVtZ/view?usp=sharing, merging the two csv files together then training and testing but I end up getting not very good results:
Roll: -959.48°
Pitch: -1338.22°
Yaw: -698.99°

[arnaldog12]

I uploaded a new samples.pkl inside a .rar file available here.

[arnaldog12]

@sf308,
are you normalizing (StandardScaler, MinMaxScaler) the training and test sets on the same way?

[UmarZubair]

Hi there, I did exactly as you did but still getting bad results on the same lena.png file.
Roll: -2175.33°
Pitch: 3279.93°
Yaw: -45.37°
I can't understand what the fault here is. Can you help me in resolving this.

[arnaldog12]

Can you run the notebook from beginning up to the end, @UmarZubair?

[msvargas]

@arnaldog12 Hi, no working :(
Results:
Roll: 2262.16°
Pitch: 1977.92°
Yaw: 1040.01°

[drevillanueva]

Also got bad results after following exactly what you did using the data that you've uploaded. Can you also upload the same data that you used for training and testing?

[sandhyacs]

@arnaldog12 ,

Thank you for this nice project, it helped me a lot. But I want to know how you are creating sample_train.csv and sample_test.csv ?

[arnaldog12]

Please, take a look at my Medium article, @sandhyacs