img2dataset VS askai

Compare img2dataset vs askai 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)

askai

Command Line Interface for OpenAi ChatGPT (by yudax42)
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
img2dataset askai
13 1,756
3,301 86
- -
7.1 10.0
18 days ago over 1 year ago
Python TypeScript
MIT License -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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/

askai

Posts with mentions or reviews of askai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-08.
  • Website Optimization Using Strapi, Astro.js and OpenAI
    5 projects | dev.to | 8 May 2024
    We'll use several interesting technologies to achieve this: Strapi CMS to take care of the content management and backend, Astro which is a great new technology for quickly creating blazing fast frontend apps, and ChatGPT to provide the article summaries.
  • OpenAI Bought Chatgpt.com
    2 projects | news.ycombinator.com | 4 May 2024
    I was confused why https://chat.openai.com suddenly redirects to https://chatgpt.com which results in connection refused. Turns out chatgpt.com is in many blocklists (e.g. Pi-Hole) due to it being a potentially unsafe Domain before OpenAI acquiring it. So heads up if you use Pi-Hole / AdGuard etc.!
  • The ChatGPT URL have changed
    1 project | news.ycombinator.com | 4 May 2024
  • Chat.openai.com now redirects (me) to chatgpt.com
    1 project | news.ycombinator.com | 3 May 2024
  • Unofficial ChatGPT API
    2 projects | news.ycombinator.com | 3 May 2024
    This API allows you to interact with ChatGPT programmatically, and I've built some cool agents on top of it. Check out the code and let me know what you think! :

    ChatGPT unofficial API :

    This project is a Node.js application that interacts with the ChatGPT conversational AI model using Puppeteer, a Node.js library for automating web browsers.

    Files chatgptv1.js: This file contains the main logic for the ChatGPT bot, including methods for initializing the browser, sending messages, receiving replies, and handling errors.

    bart.js: This file contains a function that uses the Cloudflare API to summarize the conversation history when an error occurs, in order to resume the conversation.

    twochatbotsconv.js: This file is simple use of the API , which creates two instances of the ChatGPT class, initiates a conversation between them, and saves the conversation history to a file.

    .env: This file contains the API token for the Cloudflare API, which is used in the bart.js file.

    Dependencies :

    puppeteer: A Node.js library for automating web browsers. fs: The built-in file system module in Node.js. winston: A logging library for Node.js. crypto: The built-in cryptography module in Node.js. axios: A popular HTTP client library for Node.js. dotenv: A zero-dependency module that loads environment variables from a .env file.

    Usage:

    Install the dependencies by running npm install in your project directory. Create a .env file in the project directory and add your Cloudflare API token:

    API_TOKEN=YourfreeCloudFlareAPIToken In your code, create a new instance of the ChatGPT class and use the sendMessage and getReply methods to interact with the ChatGPT model:

    const ChatGPT = require('./chatgptv1');

    const chatgpt = new ChatGPT(); await chatgpt.initializeBrowser();

    await chatgpt.sendMessage('Hello, ChatGPT!'); const reply = await chatgpt.getReply(); console.log(reply);

    await chatgpt.closeBrowser(); If an error occurs during the conversation, the handleError method will attempt to save the conversation history and resume the conversation using the summarized context.

    Before Running :

    run Google chrom in the debug mode using 9220 port , run : google-chrome-stable --remote-debugging-port=9222

    Customization :

    You can customize the behavior of the ChatGPT bot by passing options to the ChatGPT constructor:

    chatbotUrl: The URL of the ChatGPT interface (default: 'https://chat.openai.com/'). headless: Whether to run the browser in headless mode (default: false). saveConversationCallback: A callback function that will be called with the conversation summary and the conversation file name when an error occurs.

    License:

    This project is licensed under the MIT License.

  • It's a shame – chat.openai.com redirect to chatgpt.com is broken
    1 project | news.ycombinator.com | 2 May 2024
  • Building a Basic Forex Rate Assistant Using Agents for Amazon Bedrock
    4 projects | dev.to | 29 Apr 2024
    After wrestling with it for a bit and eventually giving up, I instead turned to ChatGPT to see if it is smart enough for the task. With my free plan, I asked ChatGPT 3.5 the following:
  • Learn to ask for help
    2 projects | dev.to | 20 Apr 2024
  • How to build a custom GPT: Step-by-step tutorial
    1 project | dev.to | 18 Apr 2024
    Go to chat.openai.com and log in
  • Chat.openai.com no longer requires login
    1 project | news.ycombinator.com | 14 Apr 2024

What are some alternatives?

When comparing img2dataset and askai 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.

ChatGPT - 🔮 ChatGPT Desktop Application (Mac, Windows and Linux)

google-images-download - Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

gpt-4chan-model

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

openai-cookbook - Examples and guides for using the OpenAI API

docarray - Represent, send, store and search multimodal data

ai-cli - Get answers for CLI commands from ChatGPT right from your terminal

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"

KoboldAI-Client

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

civitai - A repository of models, textual inversions, and more