Generate Entire Datasets with Python & AI
Tired of spending weeks labeling images for your Computer Vision models? In this tutorial, we are flipping the script. I’ll show you a professional-grade Python pipeline that uses Stable Diffusion to generate high-quality synthetic images and GroundingDINO to automatically label them for object detection and classification tasks.
Whether you're a student working on a thesis or a developer building a custom YOLO model, this workflow will save you hundreds of hours of manual work. We bridge the gap between generative AI and practical computer vision.
You’ll learn how to:
✅ How to use the diffusers library for high-end image generation.
✅ Structuring automated directories for image classification datasets.
✅ Implementing Zero-Shot Object Detection with Autodistill.
✅ Generating precise bounding boxes without clicking a single mouse button.
Download the code for the tutorial here : https://eranfeit.lemonsqueezy.com/che... or here : https://ko-fi.com/s/dd0be7151c
Link to the full post and code here : https://eranfeit.net/create-synthetic...
You can find more computer vision tutorials in my blog page : https://eranfeit.net/blog/
Link to the post and code for Medium users : / stop-scrapping-and-start-synthesizing-my-p...
You can find more Visual Language models tutorials tutorials in this playlist : • Visual Language Models tutorials 2026
You can find more image Classification tutorials in this playlist : • How to Use FasterViT for Custom Image Clas...
~~~~~~~~~~~~~~~ Best AI Photo Tools (Backgrounds, Objects, Headshots) ~~~~~~~~~~~~~~~
✅ Phot-AI packs more than 30 AI powered tools into one place—covering background and object removal/replacement, image extension and a suite of creative generators for art, icons and logos.
follow the link and start creating : https://phot.ai?ref=eran33
✅ Pixelcut uses AI to help you create professional photos and videos. You can instantly remove backgrounds, retouch, expand and upscale images, or generate new images and even videos from a simple text prompt or reference picture.
tap the link and start creating today! : https://pixelcut.ai/?via=eran
✅ PhotoGPT AI acts as your personal photographer—just describe what you need and the platform generates high quality headshots or casual images within minutes.
Its built in photo editor lets you remove objects, replace backgrounds and make studio quality corrections with a single click.
You can even train your own AI model using a few selfies, receive context aware prompt suggestions and upscale images for print ready results.
Dive into
~~~~~~~~~~~~~~~ recommended courses and books ~~~~~~~~~~~~~~~
🚀 Want to get started with Computer Vision or take your skills to the next level ?
Great Interactive Course : "Deep Learning for Images with PyTorch" here : https://datacamp.pxf.io/zxWxnm
If you’re just beginning, I recommend this step-by-step course designed to introduce you to the foundations of Computer Vision : https://trk.udemy.com/9LoE7E
If you’re already experienced and looking for more advanced techniques, check out this deep-dive course : https://trk.udemy.com/EEDyMD
I also recommend this book, https://amzn.to/3GBMNLC : "Practical Machine Learning for Computer Vision" by Oreilly
~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~
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🖥️ Email : feitgemel@gmail.com
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~~~~~~~~~~~~~~ SUPPORT ME 🙏~~~~~~~~~~~~~~
🅿 Patreon - / eranfeit
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
#EranFeit #stablediffusion #imagegenerator
~~~~~~~~~~~~~~ Chapters ~~~~~~~~~~~~~
00:00 Introduction and Demo
01:48 Installation
05:23 Simple Image Generation
09:56 Generate full Classification dataset
16:04 Generate images for object detection
19:22 Generate annotations
~~~~~~~~~~~~~~ Credits ~~~~~~~~~~~~~
Music by Vincent Rubinetti
Download the music on Bandcamp: https://vincerubinetti.bandcamp.com/a...
Stream the music on Spotify: https://open.spotify.com/album/1dVyjw...
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