Top 23 Python Image processing Projects
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.Project mention: How would one go about recognizing a text (date) in an image? | reddit.com/r/MLQuestions | 2021-09-07
Try running https://github.com/JaidedAI/EasyOCR, which reads all the text from a given image. Then loop over the words read and see if it reads your date properly or if it splits it into multiple words. Even if it does this, you can easily find the year (you might need to do some postprocessing on what the ocr reads, i.e transform l to 1). The nice thing is that you get the bounding boxes of where the tect was read so you can use some sort of postprocessing on bbox locations and words read to find the month amd day (i.e. I read 25 at the same y index as the yesr but the x index is to the left, so its probably the day). Good luck :)
The friendly PIL fork (Python Imaging Library)Project mention: Pillow Error "too many function definitions" | reddit.com/r/learnpython | 2021-08-25
Run Linux Software Faster and Safer than Linux with Unikernels.
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125Project mention: Optimization for semantic segmentation! | reddit.com/r/deeplearning | 2021-09-06
🎨 Generate and change color-schemes on the fly.Project mention: How do I create a custom theme? | reddit.com/r/vim | 2021-09-25
You can also create vim colorsheme from image/wallpaper with pywal and wal.vim .
Open Source Differentiable Computer Vision LibraryProject mention: Top 5 Python libraries for Computer vision | dev.to | 2021-05-06
Kornia - Kornia is a differentiable computer vision library for PyTorch. It consists of a set of routines and differentiable modules to solve generic computer vision problems. At its core, the package uses PyTorch as its main backend both for efficiency and to take advantage of the reverse-mode auto-differentiation to define and compute the gradient of complex functions.
OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searchedProject mention: [Question] ocrmypdf installation | reddit.com/r/opencv | 2021-08-25
Yes i did, but im not able to understand it I used this https://github.com/jbarlow83/OCRmyPDF/issues/455 It keeps throwing errors
Image processing in PythonProject mention: Scikit-image for Image Processing | reddit.com/r/learnpython | 2021-04-12
Then you would need to find what this plugin does for imshow. First thing you can see is that "interpolation" is not "bicubic" as you used, but "nearest"… but there are other settings here that are responsible for the difference of displays. (it's better that you look at the source code in your environment, as it might be slightly different)
Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
Segmentation models with pretrained backbones. PyTorch.Project mention: Pytorch GPU Memory Leak Problem: Cuda Out of Memory Error !! | reddit.com/r/pytorch | 2021-09-15
Have you tried another implementation? For example: qubvel/segmentation_models.pytorch
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.Project mention: I need help running this github application | reddit.com/r/github | 2021-09-25
I'm a beginner and I don't really understand how to make this repository and the scripts stored in it function the way it's designed to. The rep in question is ISR and I want to upscale images. Say my target is an image, 'img1.jpg', on my desktop, how would I go about using ISR to upscale it? I'm on macos big sur if that helps.
The Open Source Framework for Machine VisionProject mention: Top 5 Python libraries for Computer vision | dev.to | 2021-05-06
SimpleCV - SimpleCV is a framework for Open Source Machine Vision, using OpenCV and the Python programming language. It provides a concise, readable interface for cameras, image manipulation, feature extraction, and format conversion. Our mission is to give casual users a comprehensive interface for basic machine vision functions and an elegant programming interface for advanced users.
A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.
Rembg is a tool to remove images background.Project mention: Rembg is a tool to remove images background (via machine learning) | news.ycombinator.com | 2021-08-24
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.Project mention: Google Earth Engine and geemap workshop at GeoPython Conference 2021 | reddit.com/r/remotesensing | 2021-04-24
Glad to know you found it useful. Feel free post geemap questions on GitHub if you run into issues https://github.com/giswqs/geemap/discussions
pytorch structural similarity (SSIM) lossProject mention: Pytorch SSIM and PSNR metrics? | reddit.com/r/learnmachinelearning | 2021-04-24
I've used this before for SSIM it worked pretty well, just remember it's a similarity measure when you're calculating your loss.
PyWavelets - Wavelet Transforms in PythonProject mention: Doubt on pywavelets (frequency of wavelet) | reddit.com/r/DSP | 2021-04-18
Pywavelets is open sourced under the MIT license. If you are curious about the way a function is implemented, you can look the implementation on GitHub.
Toolbox of models, callbacks, and datasets for AI/ML researchers.Project mention: [D] How to organize deep learning projects on Github ? | reddit.com/r/MachineLearning | 2021-01-10
Also PyTorch Lighting gives example in this repo https://github.com/PyTorchLightning/pytorch-lightning-bolts
A Python library for alpha matting
Manga/Comics Translation Helper ToolProject mention: Natural language processing @努力的沙鱼人 | reddit.com/r/arknights | 2021-06-07
Btw, I am looking into AI-based text OCR/removal/replacement software for faster TS, similar to this. Any recommendations, plz let me know. Thanks.
:camera_flash: Fast batch image resizer and rotatorProject mention: Yet another awesome list of (mainly) CLI apps | reddit.com/r/commandline | 2021-05-12
Nice list! Check out buku and imgp.
yolo(all versions) implementation in keras and tensorflow 2.xProject mention: How to write a resume for python / ML jobs? | reddit.com/r/learnmachinelearning | 2021-02-06
my most useful project is yolo object detector implementation in tf2 and I'm currently working on 2 other projects, one of which is the implementation of various drl algorithms in tf and the other project will be based on the latter and it's concerned with trading. The rest are more of scripts rather than projects ex: web scraping, file management, programming challenges ...
High-performance Vision library in Python. Scale your research, not boilerplate.Project mention: Show HN: Caer – A lightweight GPU-accelerated Vision library in Python | news.ycombinator.com | 2021-02-22
A simple, high level, easy to use, open source Computer Vision library for Python.Project mention: Counting a stacked pile of beer kegs. Don't know where to start | reddit.com/r/computervision | 2021-02-24
Video stabilization using IMU motion data from internal or external logsProject mention: Does anyone know a way that I can get my hero 7 silver to work with reelsteady go? I don't have the money to buy a new gopro so needing a way to get it to work so I can film more cinematic footage | reddit.com/r/Multicopter | 2021-08-11
In all seriousness though I heard gyro flow was acceptable. https://github.com/ElvinC/gyroflow
What are some of the best open-source Image processing projects in Python? This list will help you:
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