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Top 23 Python Image Projects
Image augmentation for machine learning experiments.Project mention: Improve Your Deep Learning Models with Image Augmentation | dev.to | 2022-04-05
There are many good options when it comes to tools and libraries for implementing data augmentation into our deep learning pipeline. You could for instance do your own augmentations using NumPy or Pillow. Some of the most popular dedicated libraries for image augmentation include Albumentations, imgaug, and Augmentor. Both TensorFlow and PyTorch even come with their own packages dedicated to image augmentation.
Insane(ly slow but wicked good) PNG image optimization (by chrissimpkins)Project mention: (Newbie) How can I replicate this UI? Would SpriteKit be the best option? | reddit.com/r/iOSProgramming | 2023-03-08
If you go the png/jpg route, don’t forget to crunch your assets to save disk space.
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Pinry, a tiling image board system for people who want to save, tag, and share images, videos and webpages in an easy to skim through format. It's open-source and self-hosted.Project mention: Pinterest alternative? | reddit.com/r/fediverse | 2023-02-11
Hi there - Pikapods https://www.pikapods.com/apps have a service called Pinry on there - it costs as small amount a month but should do what you want:- https://docs.getpinry.com/ . I use it to bookmark images!
Algorithms for outlier, adversarial and drift detectionProject mention: [D] Distributions to represent an Image Dataset | reddit.com/r/MachineLearning | 2023-02-24
That is, to see whether a test image belongs in the distribution of the training images and to provide a routine for special cases. After a bit of reading Ive found that this is related to the field of drift detection in which I tried out alibi-detect . Whereby the training images are trained by an autoencoder and any subsequent drift will be flagged by the AE.
The free and open source API to generate memes.Project mention: Getting ChatGPT to generate memes with image and text using memegen.link [Prompt/how-to in comments] | reddit.com/r/ChatGPT | 2023-01-02
https://memegen.link is an API that can generate memes based on a requested URL.
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in PytorchProject mention: why can't I import pytorch-widedeep ? | reddit.com/r/learnmachinelearning | 2022-05-24
Ask the dev https://github.com/jrzaurin/pytorch-widedeep/issues
Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.
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A selection of generative art scripts written in Python (by JakobGlock)
difPy - Python package for finding duplicate or similar images within foldersProject mention: Help checking for duplicate images with large number of images | reddit.com/r/learnpython | 2023-01-29
Minimalist Self-hosted Image Service for user submitted images in your appProject mention: Show HN: ImgPush – Minimal SelfHosted Image Upload for Your App(+NSFW Filtering) | news.ycombinator.com | 2022-10-12
Plot in the terminal using braille dots.Project mention: A command line tool that draw plots on the terminal | news.ycombinator.com | 2023-01-12
Check out plotille: https://github.com/tammoippen/plotille
NeoVerse/HyperTag - Intuitive Knowledge Management WebApp & CLI for Humans using Deep Learning & Tags
Use DALL·E 2 in PythonProject mention: DALL·E 2 now available as public API for Python! | reddit.com/r/Python | 2022-11-03
Python package contains a set of basic tools that can help to create a markdown file.
Display images in the terminalProject mention: Does anyone know a system to autogenerate logos into ascii in a format similar to neofetch? | reddit.com/r/commandline | 2022-07-20
What language are you writing in? I saw this python library a while back https://github.com/AnonymouX47/term-image might be worth checking out
Python package to add text to images, textures and different backgrounds
Build-Pipelines for Operating System ArtifactsProject mention: Build a golden image for your RHEL homelab with Image Builder | reddit.com/r/redhat | 2023-03-20
I read through the following and I just wasn't sure if I wanted to spend time figuring out if it would work. https://github.com/osbuild/osbuild/issues/644 https://github.com/osbuild/osbuild-composer/issues/1411
Images & Video DeepLearning UpscalerProject mention: QualityScaler alternatives - cupscale, NiceScaler, and ReSR.Scaler | libhunt.com/r/QualityScaler | 2022-04-04
Python package to generate image embeddings with CLIP without PyTorch/TensorFlowProject mention: Content-Based Image Retrieval | news.ycombinator.com | 2022-07-19
Seconding the recommendation of CLIP embeddings, especially compared to image histograms + requiring OpenCV.
I wrote a naive, minimal dependency Python package to calculate image embeddings (https://github.com/minimaxir/imgbeddings) with some lookup demo notebooks and it works well in a pinch, although it's due for an upgrade.
Utility to generate a large collection of unique images along with metadata. Able to automatically deploy on IPFS. (by sem)
A python library to display images in the terminal (by pranavbaburaj)
Scramb.py is a region based JPEG Image Scrambler and Descrambler written in Python for End-to-End-Encrypted (E2EE) Image distribution through unaware channels.
Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
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Developer archives open source package due to harassments
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Support JPEG XL - Mozilla Connect Ideas
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A note from our sponsor - InfluxDB
www.influxdata.com | 21 Mar 2023
What are some of the best open-source Image projects in Python? This list will help you: