Welcome to the channel. So, if you're reading this, you're probably wondering what this is all about and who the hell is this Nicholas Renotte guy.
Right?
Right!
Well, I'm here to share practical ways to get started with data science, machine learning and deep learning using a bunch of different tools but mainly Python and Javascript. My only goal is to make it easier to get started and break through all the fancy jargon and complex math that's out there in the field and get YOU up and running with some sick ml projects.
Great tutorial Nicholas, But I have a question, what happened if the Original Model changed, Llama3 -> Llama3.5, should we have to run all the process again?, I was looking at to create a DB embedding parallel to the Base Model, I'd like to hear your thought. Thanks
Hi i just tried this out using my own dataset that consist of Indonesian sign languages, it works flawlessly, my question is can you deploy the object detection models?, maybe from the checkpoint files etc?,
well i cant run this project.i'm getting alot of problens that i think relate to versioning. i'm trying to build a software with some custom data, images. i manage to label them but when i try to run this script: ( !python {SCRIPTS_PATH + '/generate_tfrecord.py'} -x {IMAGE_PATH + '/train'} -l {ANNOTATION_PATH + '/label_map.pbtxt'} -o {ANNOTATION_PATH + '/train.record'} !python {SCRIPTS_PATH + '/generate_tfrecord.py'} -x{IMAGE_PATH + '/test'} -l {ANNOTATION_PATH + '/label_map.pbtxt'} -o {ANNOTATION_PATH + '/test.record'} ) i get errors in the install of object-detection. i try to see other tutorials of this outhor, but i run in the same problem allways. kind of stuck here mates
Hello While my model was training it consumed 100% CPU. It was not using the gpu hence it took a lot of time to train. Can you tell me what has happened and why wasn't it using the gpu or how can I make use of the gpu here
Hello Nicholas Renotte, just want to ask. Do you sometimes write machine learning algorithms from scratch or you only import the ml libraries such as Scikit-learn, Keras,Tensorflow?
How did you decide number of neurons to include in your sense layers? Do these relate to the number of feature columns in your data set at all? Or just a random/empiric choice?
For those that are frustrated by the first line of code not working, just remove the "tensorflow-gpu" part and run the code. You may want to skip the GPU setup part cause it won't work anyway. The algorithm will work, except slower (mine is 656 ms which takes me less than 1 minute to go through the entire epoch of 20)
Hello Nicholas, I have been using this great video in my beginners courses and last year everything was fine. Unfortunately in today's lecture the code did not run on any of my machines or configurations ... The load_16k_ wav function is not able to resample the audio files, and much worse, the model.fit function complains about an input that could not be -1, 0 or 1. Are you willing to check and update your code ? (Spend 6 hours now to find the error😊) Thx jtm
the author did such a job, but did not bother to create the file requirements, now I have a terrible incompatibility of library versions, and nothing works
I had this error in the 6 step... Traceback (most recent call last): File "C:\Users\Usuario\OneDrive\Área de Trabalho\RealTimeObjectDetection\Tensorflow\models esearch\object _detection\model_main_tf2.py", line 31, in <module> from object_detection import model_lib_v2 File "C:\Users\Usuario\anaconda3\Lib\site-packages\object_detection\model_lib_v2.py", line 29, in <module> from object_detection import eval_util File "C:\Users\Usuario\anaconda3\Lib\site-packages\object_detection\eval_util.py", line 35, in <module> slim = tf.contrib.slim how do i fix this ?
This is incredible! I just skimmed through it but its going to be something I look at over the next few days. I've been itching for a new project and this seems great.
i am getting this error when I run verificaiton script AttributeError: module 'keras._tf_keras.keras.layers' has no attribute 'experimental' protubuf 3.20.3 tensorflow 2.16.1 how to solve ?
I don't suppose you can tell me which version of stable-baselines3 was installed...in the years since this video was uploaded, some of its api's have changed, and this code no longer runs error free. Looks like stable-baselines3 now uses gymnasium too...maybe there was an open/closed source kerfuffle in the interim...if i get the notebook up and running error free I might PR an update.
