ImageAI
lobe-home-assistant
ImageAI | lobe-home-assistant | |
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12 | 1 | |
8,398 | 4 | |
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4.5 | 2.9 | |
about 1 month ago | about 2 years ago | |
Python | Python | |
MIT License | MIT License |
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ImageAI
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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
lobe-home-assistant
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I made a custom Home Assistant integration for Lobe.
So I made a custom component that uses Lobe for it. It's slightly hacky and relies on another server because I couldn't figure out how to make it work otherwise, but it works great anyway. It takes in a camera and server, and gives you a prediction: ![prediction screenshot](https://user-images.githubusercontent.com/10727862/116794108-84c4f180-aa7f-11eb-8341-7cf5c9c842fc.png)
What are some alternatives?
OpenCV - Open Source Computer Vision Library
hass-kumo - Home Assistant module interfacing with Mitsubishi mini-split units
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
thermal - Thermal camera for Home Assistant
HASS-Deepstack-object - Home Assistant custom component for using Deepstack object detection
Photonix - A modern, web-based photo management server. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, face recognition, location awareness, color analysis and other ML algorithms.
nsfw_model - Keras model of NSFW detector
frigate - NVR with realtime local object detection for IP cameras
FATE - An Industrial Grade Federated Learning Framework
frigate-hass-integration - Frigate integration for Home Assistant
cnn-watermark-removal - Fully convolutional deep neural network to remove transparent overlays from images
home-assistant-arpscan_tracker - This component tracks devices using the arp-scan liinux command, it's very fast, and reasonably accurate.