AI Reverse Image Search vs Paint by Text
Side-by-side comparison · Updated October 2026
| Description | Vecteezy’s AI Reverse Image Search uses a reference image to find conceptually related stock imagery in its catalog. Upload a JPG or PNG smaller than 5 MB, compare the results and check the selected asset’s license for your project. | Paint by Text is an innovative, open-source platform designed to help users modify images using text-based instructions. This user-friendly interface allows individuals to upload an image, provide a text prompt on how they want the image modified, and generate new images accordingly. It leverages the advanced InstructPix2Pix machine learning model, combined with GPT-3 and Stable Diffusion, for creating sophisticated image edits. The platform is hosted on Vercel with the model API provided by Replicate and the source code is freely available on GitHub. |
| Category | Image Scanning | Image Editing |
| Rating | No reviews | No reviews |
| Pricing | Marketplace | Free |
| Starting Price | N/A | Free |
| Plans | — |
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| Tags | Reverse Image SearchStock PhotographyImage AnalysisVisual SearchDesign Resources | modify imagestext-based instructionsupload imagetext promptgenerate images |
| Features | ||
| Reference-image search for conceptually related stock imagery | ||
| Computer vision used to interpret image context | ||
| JPG and PNG uploads smaller than 5 MB | ||
| Upload form available on the website before sign-in | ||
| Results connect to Vecteezy stock selection and licensing | ||
| Modify images using text-based instructions | ||
| Powered by InstructPix2Pix, GPT-3, and Stable Diffusion | ||
| User-friendly interface | ||
| Open-source and free to use | ||
| Hosted on Vercel with model API provided by Replicate | ||
| Source code available on GitHub | ||
| Supports various image types | ||
| Accurate and customizable image edits | ||
| Collaboration and contribution friendly | ||
| Innovative AI-driven image modification | ||
| View AI Reverse Image Search | View Paint by Text | |
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