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Tensorflow Object Detection Tutorial - Complete Guide for Beginners 

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In this tutorial we are discussing about how to install TensorFlow Object Detection API in your computer and how to customize it for the purpose of using in our own object detection application.
Download the Materials and download links and installation guide (Github) : github.com/aieml/tensorflow-o...
Find Me on Facebook: / tdasunai
Please let me know any issues and concerns in the comment section
Stay tuned with us for the next tutorial, Customize Object Detection using TensorFlow Object Detection API

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25 май 2020

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Комментарии : 69   
@mk12347
@mk12347 3 года назад
excellent work. as other say, its the best Tensorflow tutorial with practical examples. great work
@deekurdy
@deekurdy 4 года назад
In this tutorial, he is using tensorflow version 2.0.0. So, Install the correct version using the following command: pip install tensorflow==2.0.0
@ayeshmanthamaduranga1650
@ayeshmanthamaduranga1650 4 года назад
Very good explanation, Keep on doing this
@geethagiri2048
@geethagiri2048 3 года назад
Thank you for your wonderful explanation
@pavithralakshan5336
@pavithralakshan5336 Год назад
Thanks a lot for the content. Great video...
@lakshanmadhuranga8527
@lakshanmadhuranga8527 4 года назад
Great keep it up
@saravananravi8513
@saravananravi8513 3 года назад
This tutorial is so informative and will you please make a tutorial for determining distance between persons or objects in a video.
@manaschhotray2297
@manaschhotray2297 3 года назад
Great Video , Really Informative. Could you please also make a video on a Customized object detector using Tensorflow OD API with random data sets collected from Google Open Image Datasets?
@mk12347
@mk12347 3 года назад
I would really love to see a video where you explain every piece of AI like opencv, anaconda, tensorflow, doods...etc
@how2076
@how2076 3 года назад
Very Helpful for my research. from SLIIT 😍
@praveengamage8593
@praveengamage8593 Год назад
Im also taking this for my research.. from SLIIT
@gabip265
@gabip265 3 года назад
This is the best tutorial for setting up TensorFlow Object Detection API! I have a project due in 3 days and this helped me get rid of all the errors and useless tutorials
@EkanayakeSupun
@EkanayakeSupun 4 года назад
the explanation is very clear.
@nusri7732
@nusri7732 4 года назад
great!
@artificialtechnology493
@artificialtechnology493 4 года назад
Checkout my channel for projects as well
@user-xy4vz2uj9m
@user-xy4vz2uj9m 3 года назад
Thank you for video. It is very helpful! I have a question about the model config file. In that file, there are some lines like eval_config, and eval_input_reader. Those eval means validation during the train? or test the model?
@sujithramanathan3275
@sujithramanathan3275 4 года назад
Nice Tutorial, Thanks Bro !!!
@artificialtechnology493
@artificialtechnology493 4 года назад
Checkout my channel for projects
@bhupendranagda9563
@bhupendranagda9563 4 года назад
very nice video can i integrate it with android?? please answer
@sriadityab4794
@sriadityab4794 4 года назад
Nice one. Can you explain the code step by step?
@vamsibalijepally3431
@vamsibalijepally3431 3 года назад
please do a video for custom image detection
@sarahannou1911
@sarahannou1911 3 года назад
have you any good guides to install correctly tensorflow object detection api ?
@shubha07m
@shubha07m 3 года назад
Thanks a ton for the tutorial, it was very well explained. I am getting a bunch of error in the below lines, model_name = 'ssd_mobilenet_v1_coco_2017_11_17' detection_model = load_model(model_name) ERROR:root: Internal Python error in the inspect module. Below is the traceback from this internal error. Traceback (most recent call last): File "C:\Users\shubh\Anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 3326, in run_code AttributeError: module 'TensorFlow' has no attribute 'keras' Do I need to use a different model? I saw in some post it is mentioned to use TensorFlow 2.0.0, can I do it with 2.1.0?
@amitdutta3875
@amitdutta3875 3 года назад
can you make a video on custom object detection using tensorflow??
@nayandharviya1453
@nayandharviya1453 3 года назад
how I could download this model as .pb(protobuf) format for serving it using TensorFlow serving?
@mifabe2c245
@mifabe2c245 3 года назад
Can you help me please? good evening indeed I am on a project of detection of falls in humans but since then I try to install and use the Darknet library of yolo and I can not do it !! I am using a windows system (Python)
@praneshragavendar.s5752
@praneshragavendar.s5752 4 года назад
Do you know the class index for elephant? Please do reply
@BGMIPRO-h9s
@BGMIPRO-h9s 10 месяцев назад
please make a video of real time too
@kokebdese4787
@kokebdese4787 3 года назад
How can I calculate the metrics of OBD ? just in graph
@anamee6534
@anamee6534 2 года назад
Can I please know which processor do you need for run this project!! Is GPU needed!!
@ahmadkelixo7243
@ahmadkelixo7243 3 года назад
permisiion to learn sir
@bhawna1997
@bhawna1997 3 года назад
How do I resolve this error 'name 'show_inference' is not defined'?
@AJAYKUMAR-or2fx
@AJAYKUMAR-or2fx 3 года назад
i am getting error "module 'tensorflow' has no attribute 'gfile'". currently I am using using Tensorflow 2.3.1. Please help
@amitjajoo9510
@amitjajoo9510 4 года назад
Sir how to add 2 model
@srisurya9886
@srisurya9886 3 года назад
hey..while I am executing the code I got stuck at the error saying 'No module object_detection'. Can anyone solve this?
@krishnadalal4925
@krishnadalal4925 3 года назад
Hey, how can I crop those images of objects detected?
@bojanalasamrat5262
@bojanalasamrat5262 3 года назад
using opencv
@jayanthkumar8927
@jayanthkumar8927 4 года назад
Hi, I have collected some 20 different classes of objects. But when I run the program, only 4 images were detected, the remaining 16 images were not detected. Please let me know, why the rest of the images were not detecting..
@karthikeyandv6912
@karthikeyandv6912 3 года назад
how did you train you own model?
@bussiness7282
@bussiness7282 3 года назад
How to solve this proble
@saleemjamali3521
@saleemjamali3521 4 года назад
sir i run the code , but there is erro kindly help me out. 1 from object_detection.utils import ops as utils_ops ModuleNotFoundError: No module named 'object_detection'
@SAINIVEDH
@SAINIVEDH 3 года назад
You have to clone the tensorflow/models repo from github
@joaocarlosnepomucenofernan8869
when i copy the comand txt and past on cmd its return a sintax error (ubuntu 22)
@joaocarlosnepomucenofernan8869
the error: "syntax error near unexpected token `%i' "
@PratikSatpathy97
@PratikSatpathy97 4 года назад
TypeError: load() missing 2 required positional arguments: 'tags' and 'export_dir' I'm getting this error after loading the model name coco 2017 Please help me
@PratikSatpathy97
@PratikSatpathy97 4 года назад
I solved it by updating the tensorflow version from 1.15 to 2.0.0
@sujithramanathan3275
@sujithramanathan3275 4 года назад
I don't have protobuf in my conda env. Hence installed by the following command "conda install protobuf" from object_detection.utils import ops as utils_ops from object_detection.utils import label_map_util from object_detection.utils import visualization_utils as vis_util After executing the above lines i got the below error. Could you please help. module 'google.protobuf.descriptor' has no attribute '_internal_create_key'
@sujithramanathan3275
@sujithramanathan3275 4 года назад
Got it... This is due to some protoc issue, I might compiled the protos with different version ( old version of protoc ). I just deleted the *.py files inside "object_dection/protos" folder and generated it again, It worked. Hope this will help someone.
@saleemjamali3521
@saleemjamali3521 4 года назад
@@sujithramanathan3275 could you solve my problem , i am trying since morning. 1 from object_detection.utils import ops as utils_ops ModuleNotFoundError: No module named 'object_detection'
@sujithramanathan3275
@sujithramanathan3275 4 года назад
@@saleemjamali3521 Can you upload your code in Git ?
@saleemjamali3521
@saleemjamali3521 4 года назад
@@sujithramanathan3275 no sir i don't know how to do that , i am new in machine learning
@saleemjamali3521
@saleemjamali3521 4 года назад
@@sujithramanathan3275 please help me
@normuhammadwafizhamka4294
@normuhammadwafizhamka4294 3 года назад
hai sory for asking why i get this message NotFoundError: NewRandomAccessFile failed to Create/Open: object_detection/data/mscoco_label_map.pbtxt : The system cannot find the path specified. ; No such process
@riyyahariiyer1446
@riyyahariiyer1446 3 года назад
Sorry if I'm late. Give the relative path like this 'object_detection/data/mscoco_label_map.pbtxt'
@vamsibalijepally3431
@vamsibalijepally3431 3 года назад
you haven't shown installing object detection api
@khanghaffar5295
@khanghaffar5295 2 года назад
code 11: for me is not working it say "no module object_detection"
@manalabdullhamed460
@manalabdullhamed460 4 года назад
Great explanation! But I have a question, how to run the ipynb files?
@timbrt9413
@timbrt9413 4 года назад
You have to download jupyter notebook to run them
@manalabdullhamed460
@manalabdullhamed460 4 года назад
og. com: thanks for replying. I did, but i’m getting an error in and I tried many solutions also didnt work...
@timbrt9413
@timbrt9413 4 года назад
Have you installed tensorflow? If not run 'pip install tensorflow' from the anaconda prompt
@cleyondsouza8216
@cleyondsouza8216 4 года назад
i am finding this error ModuleNotFoundError: No module named 'tf_slim'
@ankitshah7288
@ankitshah7288 4 года назад
Just download pip install tf_slim
@anudeepchowdary9004
@anudeepchowdary9004 3 года назад
Whats that run inference why cant u xplain thatp
@dharmagurram958
@dharmagurram958 3 года назад
Can I run that most accurate version if I have GTX 1650TI GPU in my laptop ?
@ruchitnannavare493
@ruchitnannavare493 3 года назад
A better GPU determines faster rates of fitting the model or lower batch sizes, the accuracy of the model is determined by the quality of data provided.
@mzwenkosihlela7989
@mzwenkosihlela7989 3 года назад
Please can you share your source code
@bussiness7282
@bussiness7282 3 года назад
String util not detected
@abhitechnical5814
@abhitechnical5814 3 года назад
if u really gud in this project explain everything or else just shut up,whats about run inference model y havent u xplained thats the main part
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