imagehash
OpenCV
imagehash | OpenCV | |
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13 | 196 | |
3,019 | 75,692 | |
- | 1.0% | |
6.5 | 9.9 | |
5 months ago | 1 day ago | |
Python | C++ | |
BSD 2-clause "Simplified" License | Apache License 2.0 |
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imagehash
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AI Photo Geolocation
If you still have the original photos, maybe you can write a script to run both the originals and exports against a perceptual hash (so as to easily identify the correct original) and then just update the JPEG EXIF data of the exports without a re-report?
https://github.com/JohannesBuchner/imagehash
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Interesting problem trying to solve.
When an image is uploaded, generate its perceptual hash using an existing library like ImageHash (Python) or pHash (C++). You can find the ImageHash library here: https://github.com/JohannesBuchner/imagehash
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imagehash VS pyPhotoDNA - a user suggested alternative
2 projects | 10 Mar 2023
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I made a program to find and delete similar or identical images in Windows
My tool is based around the imagehash library which did a great job of weeding out the duplicates at first but has the tendency to report "similar" images. Which happens quite a lot for the 3,000+ landscape images I have :)
- Image Comparison
- Imagehash: Perceptual Image Hashing for Python
- Image Recognition tool to find a matching image
- How DeviantArt Aims to Clean Up the World of NFTs. The user-generated art website is launching a web-wide protocol designed to head off NFT piracy.
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Business case
If you're using Python there's a good library for perceptual hashing, you'll only have to write a few lines of code: https://github.com/JohannesBuchner/imagehash
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Thanks, I Hate This Cursed Situation
About the hashing. There are special image comparison hashing algorithms. These can still "recognize" an image. Even if 1 is a png and another a jpg with a different resolution. An example of that is https://github.com/JohannesBuchner/imagehash.
OpenCV
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การจำแนกสายพันธุ์มะม่วง โดยใช้ Visual Geometry Group 16 (VGG16) ใน Python
Referenceshttps https://www.kaggle.com/datasets/riyaelizashaju/skin-disease-image-dataset-balanced?fbclid=IwAR3wbTp8l5yo_5fx6HAX8Vd2-9cca3khAc8EiBGFObaALfdVid29IuB_rYE https://keras.io/api/applications/vgg/ https://www.tensorflow.org/tutorials/images/cnn?hl=th https://opencv.org/
- Opencv-Python adds support for Pathlike objects
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Exploring Open-Source Alternatives to Landing AI for Robust MLOps
Data analysis involves scrutinizing datasets for class imbalances or protected features and understanding their correlations and representations. A classical tool like pandas would be my obvious choice for most of the analysis, and I would use OpenCV or Scikit-Image for image-related tasks.
- OpenCV calls for help
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Image segmentation in huggingface
You'll need to plot the predictions. There are a few open source tools to do that, supervision is one you can use (https://github.com/roboflow/supervision) and opencv is another common option (https://github.com/opencv/opencv)
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Looking for a Windows auto-clicker with conditions
You might be able to achieve this with scripting tools like AutoHotkey or Python with libraries for GUI automation and image recognition (e.g., PyAutoGUI https://pyautogui.readthedocs.io/en/latest/, OpenCV https://opencv.org/).
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NodeJS: Blurring Human Faces in Photos
The OpenCV4NodeJs A.I. library provides an interface for calling OpenCV routines in NodeJS.
- NodeJS - Ofuscando rostos humanos em fotos
- SIMD Everywhere Optimization from ARM Neon to RISC-V Vector Extensions
- VidCutter: A program for lossless video cutting
What are some alternatives?
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
libvips - A fast image processing library with low memory needs.
image-similarity - Image similarity detection using wavelet hashing algorithm
VTK - Mirror of Visualization Toolkit repository
goimagehash - Go Perceptual image hashing package
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Django - The Web framework for perfectionists with deadlines.
CImg - The CImg Library is a small and open-source C++ toolkit for image processing
simil-photo - Software to detect and delete similar images in a directory
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
pyPhotoDNA - Calculate PhotoDNA hashes using Python
Boost.GIL - Boost.GIL - Generic Image Library | Requires C++14 since Boost 1.80