Відео

hey, I actually loved your video and your effort. But I think it'll be better for us if you maintain larger font size & all. Thanks in advance : )

Hey thanks for this, I wanted to ask if we can install tiktok or mobile tiktok app or any mobile app like insta on it and how? Thanks!

where is the colab for this project ??

Sir, will it work for bookworm version?

Excellent channel bro, super simple and nobody left behind

can it install on macos?

THANK. YOU.

just thank you <3

you`re the best

THANK YOU OH MY GOSH, YOU RE MY HERO just thank you for all this playlist - you`re making a world a better place by helping a newcomers like me to deal with so much frustration I`ve spend HOURS trying to implement things from tutorials but only after watching your videos (at least 3 times each one XD) I`ve finally understood what going on here with all these models, apis, label and etc. geez, really I cant thank you enough (should probably buy you a coffee one day, when I`ll have more stable financial situation as a gesture to show my appreciation)

it just says failed to load extension

hello how can i conveert the pb model to tflite? make a video on that plzzz

Can you say how to give the cloud connect? and how can the raspberry pi be operated from anywhere in the world.

Hi! I enjoyed your video. Could you please explain if I can transfer the object detection AI implemented by YOLOv8 from colab to tensorflow lite and run it on Arduino?

Nice tutorial you save my life hehe Thanks.

13:27 im facing issues with the test even though i followed all the steps. HELP PLS, here is what i got in anaconda (EDIT- FIXED MY ISSUE, 2024 Aug 1, my solution below) '(tf2) C:\Users\project\pycharm\tf2\models esearch>python object_detection/builders/model_builder_tf2_test.py 2024-08-01 02:33:37.439422: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found 2024-08-01 02:33:37.439532: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. ImportError: DLL load failed while importing _multiarray_umath: The specified module could not be found. ImportError: numpy.core._multiarray_umath failed to import ImportError: numpy.core.umath failed to import Traceback (most recent call last): File "C:\Users\faiyad\pycharm\tf2\models esearch\object_detection\builders\model_builder_tf2_test.py", line 21, in <module> import tensorflow.compat.v1 as tf File "D:\anaconda3\envs\tf2\lib\site-packages\tensorflow\__init__.py", line 37, in <module> (more stuff...) from tensorflow.python.eager import execute File "D:\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\eager\execute.py", line 23, in <module> from tensorflow.python.framework import dtypes File "D:\anaconda3\envs\tf2\lib\site-packages\tensorflow\python\framework\dtypes.py", line 34, in <module> _np_bfloat16 = _pywrap_bfloat16.TF_bfloat16_type() TypeError: Unable to convert function return value to a Python type! The signature was () -> handle' FIXED- pip install numpy==1.23.5 pip install protobuf==3.20.0 all of these ofc after following all the given steps properly. thx.

hi ben, my pi doesn't read the SD card (the green light doesn't blink) any solutions to that ? i used a new sd card and also flashed it properly but still it doesn't read it

I have installed VS C++ libraries, installed procom and compiled using procom. Still getting "no module named object_detection" using tensorflow 1.13.1

Hey I get the following eorr when trying to test the install: (checkbox) C:\Users\jackson.feldman\TF2\models esearch>python object_detection/builders/model_builder_tf2_test.py 2024-07-25 10:51:05.487211: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found 2024-07-25 10:51:05.487534: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. Traceback (most recent call last): File "object_detection/builders/model_builder_tf2_test.py", line 24, in <module> from object_detection.builders import model_builder File "C:\Users\jackson.feldman\AppData\Roaming\Python\Python38\site-packages\object_detection\builders\model_builder.py", line 23, in <module> from object_detection.builders import anchor_generator_builder File "C:\Users\jackson.feldman\AppData\Roaming\Python\Python38\site-packages\object_detection\builders\anchor_generator_builder.py", line 26, in <module> from object_detection.protos import anchor_generator_pb2 ImportError: cannot import name 'anchor_generator_pb2' from 'object_detection.protos' (C:\Users\jackson.feldman\AppData\Roaming\Python\Python38\site-packages\object_detection\protos\__init__.py)

Thank you so much! This was so helpful. I did not have the little gear so I had to work around it.

good tutorial but please zoom the pages next time i cant see shit

I want to use faster rcnn with mobilenet. So can i change the backbone or something else using variables and checkpoints?

your screen is to far, can't see the code well

Hi.It was wonderfuil tutorial. Every thing went well when I tested my trained model with ( detect_from_image.py) .When I wanted to load the model with (detect_from_webcam.py) it gave me this error: return ops.EagerTensor(value, ctx.device_name, dtype) ValueError: Failed to convert a NumPy array to a Tensor (Unsupported object type NoneType).Please help me

I haven't popped in an SD card yet and followed along but thank you for this video, this is likely what I'll do with my project because it's so abstract otherwise. Thanks for showing errors you ran into as well, subscribed.

Thanks man it works!!

I want to detect something similar but will have 2 different classes Yes and No, instead of detecting random items.. How to go about it?

It was a great tutorial, ı couldn't do with other tutorials, but now it worked

Thank you. Im a newby and have got my Pi working with a connected screen etc but haven't tried remove access yet. I was intending too but found the pi runs like a dog, takes ages to load up google for example so I hate to think what it would be like running under VNC, even if its no better it still would be unusable in my opinion. Is this an issue with pi running a GUI?

Hi, you didnt posted those commands i nthe descrptiion below.

gracias nuevo suscriptor me sirvio mucho

I got this error "ValueError: Cannot assign value to variable ' conv5_block1_1_conv/kernel:0': Shape mismatch.The variable shape (1, 1, 1024, 512), and the assigned value shape (1, 1, 1088, 256) are incompatible." when trying to train using faster RCNN. in the train and test image. the image size is 295x440. is it because my images are too small?

They are charging now... at VNC

Bruh You are a Real Life Saver Thanks Mann!!

Hello Ben, you are a legend!! Thank you so much, i was struggling to connect with my raspberry, this video helped me a lot!!

I got this error in colab: AttributeError: module 'keras._tf_keras.keras.layers' has no attribute 'experimental'

thanks that was straight forward, can you set up the pi headless again using kali linux please

hi @Arth X I am working on the same project can u help me??

so quick question ben greenfield. does this also work with a rasberry pi 3 model B+ or just pi 3?

Thank you very much Ben! This video was super useful

Went through the detection process, trying to get through this. Very helpful With this one, I see some *.py files in the git, but no images or examples that can be used to follow along. Is there another git somewhere? do you do any consulting?

Thanks for making this video. Very helpful.

Worked for me. Initially I faced some issues with the python version and protobuf. But after some version changing according to what is in video, all worked fine. Thank you for your detailed explanations through the video.

Thanks!

Dunno what to say but thank you very much. +1 Sub gained!

stuck at this error in testing .please help (tf2) E:\TF2\models esearch>python object_detection/builders/model_builder_tf2_test.py 2024-06-19 22:59:02.230552: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found 2024-06-19 22:59:02.230858: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine. Traceback (most recent call last): File "E:\TF2\models esearch\object_detection\builders\model_builder_tf2_test.py", line 24, in <module> from object_detection.builders import model_builder File "C:\Users\Public\anaconda3\envs\tf2\lib\site-packages\object_detection\builders\model_builder.py", line 23, in <module> from object_detection.builders import anchor_generator_builder File "C:\Users\Public\anaconda3\envs\tf2\lib\site-packages\object_detection\builders\anchor_generator_builder.py", line 26, in <module> from object_detection.protos import anchor_generator_pb2 File "C:\Users\Public\anaconda3\envs\tf2\lib\site-packages\object_detection\protos\anchor_generator_pb2.py", line 9, in <module> from google.protobuf.internal import builder as _builder ImportError: cannot import name 'builder' from 'google.protobuf.internal' (C:\Users\Public\anaconda3\envs\tf2\lib\site-packages\google\protobuf\internal\__init__.py)

Hi, I am stuck at a point where while I was training a custom model my execution stopped or paused at 2024-06-19 12:33:22.948786: W tensorflow/core/framework/dataset.cc:956] Input of GeneratorDatasetOp::Dataset will not be optimized because the dataset does not implement the AsGraphDefInternal() method needed to apply optimizations. Can anyone help me on how to resolve this. I'm using tensorflow==2.13.1

Thank you man ! If anyone had the error with GLIBCXX_3.4.29 while testing the code, all you have to do is run the command : python -m pip install --upgrade tflite-support==0.4.2 (downgrade from 0.4.4)

I have tried to test the install, 2 out of all pretrained model have error return tf.keras.applications.MobileNetV2(alpha=alpha, ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ TypeError: MobileNetV2() got an unexpected keyword argument 'layers' (yes latest MobileNetV2 does not have layers argument) :( File "C:\Users\HP\anaconda3\envs\tensorflow\Lib\site-packages\keras\src\ops\operation.py", line 21, in __init__ raise ValueError( ValueError: Argument `name` must be a string and cannot contain character `/`. Received: name=stack_0/block_0/depthwise_conv2d (of type <class 'str'>) Would appreciate a lot of someone can help me with these.

For those with Attribute Error; cython source: The error message you encountered indicates that there was an issue while building the wheel for pyyaml, a dependency required by tf-models-official. This problem is often related to missing build tools or incompatible package versions. To resolve this, you can try the following steps: Ensure Build Tools are Installed: Make sure you have the necessary build tools installed. For Windows, you should have build-essential tools like Microsoft Visual C++ Build Tools. You can install them using the following steps: Download and install the Microsoft Visual C++ Build Tools. Upgrade pip, setuptools, and wheel: Ensure that you have the latest versions of pip, setuptools, and wheel installed. bash pip install --upgrade pip setuptools wheel Install pyyaml separately: Try installing pyyaml separately before installing the TensorFlow Object Detection API. bash pip install pyyaml==5.4.1 Install the Object Detection API: After installing pyyaml, try installing the TensorFlow Object Detection API again. bash pip install tf-models-official works for me