ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities (by OlafenwaMoses)
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html (by amusi)
| ImageAI | awesome-object-detection | |
|---|---|---|
| 12 | 1 | |
| 8,398 | 7,245 | |
| - | - | |
| 4.5 | 10.0 | |
| about 1 month ago | over 1 year ago | |
| Python | ||
| MIT License | - |
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.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
ImageAI
Posts with mentions or reviews of ImageAI.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-11-27.
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Photo gallery frontend with encryption and search
Hi. I want to implement an image server similar to Photoprism using ImageAI to tag images based on objects and context. However I don't want to spend to much time working on the frontend, at first I were thinking about using Danbooru and use Flexbooru or the web interface on my phone. But it doesn't have any encryption or password protection (since the purpose of it is to be used as a public image board).
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Is it possible to use ML to identify a certain pattern in videos by training with videos?
From ImageAI?
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FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ?
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
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I want to make a Class monitoring system. is it possible in the conditions I'm in ??
Some resources to get you started...https://towardsdatascience.com/object-detection-with-10-lines-of-code-d6cb4d86f606https://github.com/OlafenwaMoses/ImageAIhttps://towardsdatascience.com/yolo-object-detection-with-opencv-and-python-21e50ac599e9https://github.com/meituan/YOLOv6
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[Project] Seeking Advice on How to Train an Image Detection AI with a Large Labeled Dataset.
Thanks for your suggestion, I appreciate it! I think you're right. I stumbled upon the ImageAI project which I think might make for good interface to train the CNN. Going to give that a try and see how the model turns out.
- Sort Image Files
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Robot Systems: Software Stack Overview
Image AI
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Is there a way to use Python to interact with an already opened web page?
Yo good question, my first thought was image recognition so something like this (https://github.com/OlafenwaMoses/ImageAI) and and then some other stuff so it is able to find the search bar, click on it, and then input the text. Or you could use image recognition to copy the URL and then open up a Selenium instance from there.
- NEED HELP REGARDING GPU
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[Question] Is openCV the righ tool for this job? Trying to identify parts of same shape but with different markings and colors.
Use a pre-trained model such as YOLOv3 to feed datasets into for Image recognition so model can learn what you want then instead of using Opencv to run model for image recognition you could use ImageAi
awesome-object-detection
Posts with mentions or reviews of awesome-object-detection.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-30.
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FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ?
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
What are some alternatives?
When comparing ImageAI and awesome-object-detection you can also consider the following projects:
OpenCV - Open Source Computer Vision Library
darkflow - Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
TensorFlow-object-detection-tutorial - The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch
make-sense - Free to use online tool for labelling photos. https://makesense.ai
HASS-Deepstack-object - Home Assistant custom component for using Deepstack object detection
YOLOv3_TensorFlow - Complete YOLO v3 TensorFlow implementation. Support training on your own dataset.
nsfw_model - Keras model of NSFW detector
gluon-cv - Gluon CV Toolkit
FATE - An Industrial Grade Federated Learning Framework
cnn-watermark-removal - Fully convolutional deep neural network to remove transparent overlays from images
video_stream_opencv - A package to open video streams and publish them in ROS using the opencv videocapture mechanism
lobe-home-assistant - Custom integration to use Lobe with cameras in Home Assistant.
ImageAI vs OpenCV
awesome-object-detection vs darkflow
ImageAI vs TensorFlow-object-detection-tutorial
awesome-object-detection vs make-sense
ImageAI vs HASS-Deepstack-object
awesome-object-detection vs YOLOv3_TensorFlow
ImageAI vs nsfw_model
awesome-object-detection vs gluon-cv
ImageAI vs FATE
ImageAI vs cnn-watermark-removal
ImageAI vs video_stream_opencv
ImageAI vs lobe-home-assistant