image-quality-assessment
imagededup
| image-quality-assessment | imagededup | |
|---|---|---|
| 2 | 7 | |
| 2,003 | 4,962 | |
| 1.2% | 0.8% | |
| 0.0 | 1.5 | |
| 5 months ago | 13 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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image-quality-assessment
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And so it begins: AI(Midjourney) wins art competition without anyone realising.
It's an ongoing research area, but here's a Google model that assigns images ratings based on how good they look. It's pretty good, and it's from 2019 so not even close to state of the art. Paired with Stable Diffusion, it could indeed curate itself. I might have to try that actually.
- Extracting Images from Video
imagededup
- Reverse Image Search Local Files? (NOT A DUPLICATE FINDER)
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Help checking for duplicate images with large number of images
imagededup
- Is there a software, that allows me to find all duplicates of ONE picture?
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fastest way to go about calculating hamming distance?
To generate the hashes I was just going to use https://github.com/idealo/imagededup as it has been effective in my testing. The issue is the scalability issue. That code even is able to find similar images, using distance hamming. But they didn't care about scalability, and that is now my biggest bottleneck.
- Find visual similar photos
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PowerShell skript for finding duplicate pictures
Which is why, it's much better to use a dedicated tool that can visually compare photos (using a neural net/machine learning model) to identify duplicate images. If you want a command-line tool for scripting purposes then check out imgdup2go or imagededup.
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How to remove duplicate images from your dataset (Also CIFAR-100 has issues)
I had used phash to find the duplicate images. The hashing algorithm is ingenious...And it was able to find duplicates (and thus remove) efficiently imagededub has perceptual hashing.
What are some alternatives?
student-teacher-anomaly-detection - Student–Teacher Anomaly Detection with Discriminative Latent Embeddings
image-super-resolution - 🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
GLOM-TensorFlow - An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data
floc-simhash - A fast python implementation of the SimHash algorithm.
DarkMark - Marking up images for use with Darknet.
alipay - An Unofficial Alipay API for Python
These-People-Do-Not-Exist - AI that generates human faces which have never been seen before. The future is now 😁
DeepCreamPy - Decensoring Hentai with Deep Neural Networks
Duplicate-Image-Finder - difPy - Python package for finding duplicate or similar images within folders
efficientnet - Implementation of EfficientNet model. Keras and TensorFlow Keras.
TensorPipe - High Performance Tensorflow Data Pipeline with State of Art Augmentations and low level optimizations.