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Top 23 Python Image Projects
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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.
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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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InfluxDB
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Pinry
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.
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!
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Project 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.
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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.
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pytorch-widedeep
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
Project mention: why can't I import pytorch-widedeep ? | reddit.com/r/learnmachinelearning | 2022-05-24Ask the dev https://github.com/jrzaurin/pytorch-widedeep/issues
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Blend_My_NFTs
Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Duplicate-Image-Finder
difPy - Python package for finding duplicate or similar images within folders
Project mention: Help checking for duplicate images with large number of images | reddit.com/r/learnpython | 2023-01-29difPy
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Project mention: Show HN: ImgPush – Minimal SelfHosted Image Upload for Your App(+NSFW Filtering) | news.ycombinator.com | 2022-10-12
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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
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HyperTag
NeoVerse/HyperTag - Intuitive Knowledge Management WebApp & CLI for Humans using Deep Learning & Tags
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Project mention: DALL·E 2 now available as public API for Python! | reddit.com/r/Python | 2022-11-03
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Project 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
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Project 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
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Project mention: QualityScaler alternatives - cupscale, NiceScaler, and ReSR.Scaler | libhunt.com/r/QualityScaler | 2022-04-04
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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.
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NFT-Image-Generator
Utility to generate a large collection of unique images along with metadata. Able to automatically deploy on IPFS. (by sem)
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scrambpy
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.
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merged_depth
Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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A note from our sponsor - InfluxDB
www.influxdata.com | 21 Mar 2023
Index
What are some of the best open-source Image projects in Python? This list will help you:
Project | Stars | |
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1 | imgaug | 13,389 |
2 | Crunch | 3,233 |
3 | Pinry | 2,793 |
4 | alibi-detect | 1,742 |
5 | memegen | 1,040 |
6 | pytorch-widedeep | 1,018 |
7 | Blend_My_NFTs | 921 |
8 | Generative-Art | 284 |
9 | Duplicate-Image-Finder | 247 |
10 | imgpush | 242 |
11 | plotille | 229 |
12 | HyperTag | 167 |
13 | dalle2-in-python | 166 |
14 | mdutils | 154 |
15 | term-image | 136 |
16 | nider | 135 |
17 | osbuild | 130 |
18 | NiceScaler | 94 |
19 | imgbeddings | 89 |
20 | NFT-Image-Generator | 66 |
21 | img | 59 |
22 | scrambpy | 49 |
23 | merged_depth | 38 |