img2dataset VS google-images-download

Compare img2dataset vs google-images-download and see what are their differences.

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine. (by rom1504)
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img2dataset google-images-download
13 2
3,242 8,498
- -
7.3 0.0
15 days ago 2 months ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

img2dataset

Posts with mentions or reviews of img2dataset. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-22.
  • OpenAI sued for web scraping from millions of internet users in order to train ChatGPT
    1 project | /r/ArtistHate | 30 Jun 2023
    Lmao, no it doesn't. As we can see, their downloader uses very obscure "no ai" headers (which can be disabled, so its useless). They only claim it respects "robots.txt" because the google crawler respects it, if a site changes their robots.txt rules they don't remove it from their dataset, that is not "respecting". https://github.com/rom1504/img2dataset
  • Who kept the bots out? Stopping content being harvested by AI
    2 projects | dev.to | 22 Jun 2023
    The particular tool mentioned in the Vice article is Img2dataset, and right now, it doesn't pay attention to the robots.txt file, the normal mechanism you can use to dissuade well behaved bots from indexing your content. However, it does respect a new HTTP header directive, X-Robots-Tag: noai (and also noindex, though that's an existing and already well-known part of the robots.txt standard).
  • AI used photographer’s photos for training, then slapped him with an invoice
    1 project | news.ycombinator.com | 26 Apr 2023
  • An AI Scraping Tool Is Overwhelming Websites with Traffic
    2 projects | news.ycombinator.com | 25 Apr 2023
    The established norm is that scrapers have to download robots.txt and support the standard robots.txt features, notably including `Crawl-Delay` which sets a rate limit. This is the established standard by which websites tell scrapers what the rules are for scraping them.

    This tool is scraping sites, it has webmasters reporting actual disruption, it doesn't have robots.txt support. When people complained (eg in https://github.com/rom1504/img2dataset/issues/48), the author's stance was basically "PRs welcome". It looks like a third party recently contributed a PR to make it respect robots.txt (https://github.com/rom1504/img2dataset/pull/302), albeit without `Crawl-Delay` support, which is not merged yet.

    I have seen the same thing with other recent AI tools (eg https://github.com/m1guelpf/browser-agent/issues/2) and I think it's important to defend the robots.txt convention and nip this in the bud. If a bot doesn't make a reasonable effort to respect robots.txt and it causes disruption, it's a denial-of-service attack and should be treated as such. No excuses.

  • Please make this tool “opt-in” by default
    3 projects | news.ycombinator.com | 23 Apr 2023
    //First sentence unchanged

    Websites can pass the http headers `X-Robots-Tag: noai`, `X-Robots-Tag: noindex` , `X-Robots-Tag: noimageai` and `X-Robots-Tag: noimageindex` By default img2dataset will ignore images with such headers.

    //Then pull up the policy link first

    To understand why image creators and artists may choose to specify such headers for their images, and choose to actively not consent to their images being collected, see [AI use impact](https://github.com/rom1504/img2dataset#ai-use-impact).

    AI training would not be possible without the contribution of artists, and it is the recommendation of this tool's authors that you should respect their communicated wishes. However, if you have a legitimate reason to bypass these headers, to disable this behavior and download all images, you may pass --disallowed_header_directives '[]'

    ```

  • Img2dataset: Turns large sets of image URLs to an image dataset
    1 project | news.ycombinator.com | 23 Apr 2023
  • Stable Attribution
    2 projects | news.ycombinator.com | 5 Feb 2023
    it's not remembering pixels. for it to do that, it would have to have the pixels stored somewhere. It does not.

    The laion 5b dataset is in the neighborhood of 220TB. (1) That is how much storage space you need to remember the pixels.

    The stable diffusion 1.5 checkpoint is 7gb. (2)

    1 https://github.com/rom1504/img2dataset/blob/main/dataset_exa...

    2 https://huggingface.co/runwayml/stable-diffusion-v1-5/tree/m...

  • Stability AI plans to let artists opt out of Stable Diffusion 3 image training
    1 project | /r/programming | 16 Dec 2022
    AI Bots do not respect these flags anyways
  • Rule
    1 project | /r/196 | 16 Dec 2022
  • A Stable Diffusion prompt changes its output for the style of 1500 artists
    1 project | news.ycombinator.com | 2 Oct 2022
    You can download it here:

    https://github.com/rom1504/img2dataset/blob/main/dataset_exa...

    You probably would want to stop after getting the metadata, unless you have 240TB available for the images :)

    More details and links to dataset explorers here: https://laion.ai/blog/laion-5b/

google-images-download

Posts with mentions or reviews of google-images-download. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-13.

What are some alternatives?

When comparing img2dataset and google-images-download you can also consider the following projects:

chitra - A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

DeepFaceLab - DeepFaceLab is the leading software for creating deepfakes.

dalle-mini - DALL·E Mini - Generate images from a text prompt

lookatme - An interactive, terminal-based markdown presenter

docarray - Represent, send, store and search multimodal data

gdir - Get train/bus directions using the command line

DeepViewAgg - [CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation"

rebound - Command-line tool that instantly fetches Stack Overflow results when an exception is thrown

stable-diffusion - A latent text-to-image diffusion model

RedditImageScraper - Script to download images from a subreddit.

browser-agent - A browser AI agent, using GPT-4

tq - Perform a lookup by CSS selector on an HTML input