Download Image Dataset from Google Image Dataset | FREE Labeled Images for Machine Learning
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- Опубликовано: 21 окт 2024
- This video titled "Download Image Dataset from Google Image Dataset | FREE Labeled Images for Machine Learning" explains the detailed steps to download and install Google open image datasets to create your own custom dataset where images are already annotated or labeled. The images can be different categories such as dog, person, vehicles, gadgets, etc. So we would be extracting just the required category or specific class images on which you can train your object detection or classification neural network based models. We would be using Open Image Dataset for this purpose. What more amazing is that it's free and available online. We can build and train YOLO 3, v4 related object detection models.
Google Open Image Dataset - opensource.goo...
Git Link for OIDv4: github.com/Esc...
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#GoogleOpenImageDataset #DownloadImageDataset #YOLOObjectDetection
State True or False: While Downloading Images from Open Image Dataset, we can limit the number of images we want to download using the filter argument - -limit followed by a numeric number.
True
True
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What if I want to download the whole dataset for realtime object detection..How can I do that......please do clarify.
In gui, you showed version 6 but in cli you use version 4
Dear Mr. Nitin,
Thank you so much for your efforts.
I have a small question, after you download the dataset, it does not contain the label(boundary boxes), why?
How can we do that to download a dataset with the labeling and we can convert it to YOLO extension for using it?
Hi! how can I download a class having two-words as a description from the command line? Like Computer+mouse. Thank you very much for the videos!
Thanks a lot for this! Very easy to understand, step by step guide!
Very good tutorial on how to download images from google!!!
Thank you very much.!
Sir please help images are not downloading and the annotations file is downloded for whole dataset means here limit is not working.
How should we know the available classes to download ? In this example only Coffee and Tea are presented.
Thank you. This helps a lot !!
you are best Sir..
sir you're a life saver
Why is only the "class-descriptions-boxable" file created while the "train-annotation-bbox.csv" file is not generated?
Hey, is this the procedure to download segmented images as well?
Sir i got the csv folder downloaded but not the annotations ? what can be the wrong thing i did?
interesting tutorial!
I have a question: the speed of downloading the images depends on what? does it depend on my GPU or something else?
your internet speed
Hello, can we use this steps for YOLOv5 model? (or higher version)
Thank you Thank you.. worked for me
i faced the issue of array index out of bound can u solve this ? ERROR MESSAGE : File "main.py", line 37, in
bounding_boxes_images(args, DEFAULT_OID_DIR)
File "C:\Softwares\OIDv4_ToolKit\modules\bounding_boxes.py", line 106, in bounding_boxes_images
class_dict[class_name] = df_classes.loc[df_classes[1] == class_name].values[0][0]
IndexError: index 0 is out of bounds for axis 0 with size 0
Also the downloaed file is empty in directory
The problem is that we write in --classes. I also get this error when I try to write a two-word class name, or a class name that doesn't exist.
Check if you spelled the class name correctly and if you replaced the spaces in its name with _
Yes we can decide the limit
a question how to save annotation in text file?
Respected sir, I am working on a classification task of snake images but i have only 5000 images with 35 classes. The labels are annotated into a different csv file(Image_Id and breed). I am facing problem to crate a tarin.csv using my downloaded image dataset. Could you please share a demo code example where I can create a annotation label csv using downloaded images.
All the code files can be found on www.theaiuniversity.com by enrolling for free for the same course.
Dear Tutor,
I am getting an error 'ModuleNotFoundError: No module named 'awscli.' Infact I was able to download CSV file, but the dataset (train image ) couldn't be downloaded. Kindly help me out
Same
im getting this error IndexError: index 0 is out of bounds for axis 0 with size 0 and folder is also empty its not downloading .. can anyone help me with this
hello frends. if any images includes 3 class like man women dog , is this a problem !!! because of model testing test photo and model saying that if i find dog women and man but there is just dog label on the test photo !!!
same issue i'm facing
Great video.
hi, sir, I am from Pakistan. when I try to download the app. the message show this app is not available in your country. your tutorial is so helpful for me.
can we download xml annotation instead of txt?
In gui, you showed version 6 but in cli you use version 4
True...i am confused about that too
I am getting this error can you please help. Thank you
File "main.py", line 18, in
from modules.parser import *
ImportError: No module named modules.parser
It is giving cv2 error
hey i am getting this error when i download
Traceback (most recent call last):
File "C:\software\OIDv4_ToolKit\main.py", line 37, in
bounding_boxes_images(args, DEFAULT_OID_DIR)
File "C:\software\OIDv4_ToolKit\modules\bounding_boxes.py", line 106, in bounding_boxes_images
class_dict[class_name] = df_classes.loc[df_classes[1] == class_name].values[0][0]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^
IndexError: index 0 is out of bounds for axis 0 with size 0
How do you fix that error?
Its does not working. I'm create 5 classes Person , Dog ,Cat , Snake, Fox . but its only download images for only 1st Person class not all togethers in one common folder .Its just download 1000 images for Person class.
using this command
python main.py downloader --classes Person Fox Dog Snake Cat --type_csv train --multiclasses 1 --limit 100
What if I want to download the whole dataset for realtime object detection..How can I do that.......someone please clarify
that are over 500 GB of files... If you think you can use 500 GB of images for object detection you should be able to figure it out by yourself
But valid folder where??
thanks for this great playlist, but your website is unreachable to get the code of this project. Please do something about it
It's reachable Vaibhav. Whats the issue are you facing?
@@TheAIUniversity it shows the website is unreachable
@@TheAIUniversity please ping me with the website address
True
Sir i got the csv folder downloaded but not the anootations ? what can be the wrong thing i did?