darkflow VS plakakia

Compare darkflow vs plakakia and see what are their differences.

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices (by thtrieu)

plakakia

Python image tiling library for image processing, object detection, etc. (by kalfasyan)
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darkflow plakakia
2 5
6,128 10
- -
0.0 7.1
7 months ago 3 months ago
Python Python
GNU General Public License v3.0 only GNU General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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darkflow

Posts with mentions or reviews of darkflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-30.
  • FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ?
    6 projects | /r/selfhosted | 30 Mar 2023
    https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow
  • Does the Haskell client for Selenium still work?
    7 projects | /r/haskell | 29 Jun 2022
    You could already tell from my earlier comment, but I don't think Python is a good language, for anything really. It is used for AI so that today's hardware performs like hardware we had twenty years ago: https://github.com/thtrieu/darkflow/issues/904 Python code has slow execution speed. It is not always the Selenium which is slow. sometimes we need to look at code we are using. And Python is always the slowest programming language out there in terms of performance. It's also just a stupid language that annoys me and it's the same with other people: https://medium.com/nerd-for-tech/python-is-a-bad-programming-language-2ab73b0bda5 With Python, I find it a bit too easy to write sloppy code. Haskell on the other hand really forces you to break the problem done and abstract out reusable code. That's not to say that you can't write nice code in Python, just that Haskell doesn't let you get away with doing a lot of stupid stuff. This is equally important for Selenium.

What are some alternatives?

When comparing darkflow and plakakia you can also consider the following projects:

saliency - Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

pytorch-toolbelt - PyTorch extensions for fast R&D prototyping and Kaggle farming

awesome-object-detection - Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

fastdup - fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

resnet1d - PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

albumentations - 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/2078-2489/11/2/125

webdriver - A Haskell client for the Selenium WebDriver protocol.

YOLOv3_TensorFlow - Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.

gluon-cv - Gluon CV Toolkit

yolo-tf2 - yolo(all versions) implementation in keras and tensorflow 2.x

open-lpr - Open Source and Free License Plate Recognition Software

PixelLib - Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/