gluon-cv
Gluon CV Toolkit (by dmlc)
ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities (by OlafenwaMoses)
Our great sponsors
| gluon-cv | ImageAI | |
|---|---|---|
| 1 | 12 | |
| 5,751 | 8,398 | |
| 0.9% | - | |
| 1.8 | 4.5 | |
| over 1 year ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | 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.
gluon-cv
Posts with mentions or reviews of gluon-cv.
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 ?
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
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.
-
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).
-
Is it possible to use ML to identify a certain pattern in videos by training with videos?
From ImageAI?
-
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
-
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
-
[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
-
Robot Systems: Software Stack Overview
Image AI
-
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
-
[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
What are some alternatives?
When comparing gluon-cv and ImageAI you can also consider the following projects:
Video-Dataset-Loading-Pytorch - Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.
OpenCV - Open Source Computer Vision Library
photo2cartoon - 人像卡通化探索项目 (photo-to-cartoon translation project)
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
darkflow - Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
HASS-Deepstack-object - Home Assistant custom component for using Deepstack object detection
VolleyVision - Applying Deep Learning Approaches to Volleyball Data
nsfw_model - Keras model of NSFW detector
hagrid - HAnd Gesture Recognition Image Dataset
FATE - An Industrial Grade Federated Learning Framework
PeekingDuck - A modular framework built to simplify Computer Vision inference workloads.
cnn-watermark-removal - Fully convolutional deep neural network to remove transparent overlays from images
gluon-cv vs Video-Dataset-Loading-Pytorch
ImageAI vs OpenCV
gluon-cv vs photo2cartoon
ImageAI vs TensorFlow-object-detection-tutorial
gluon-cv vs darkflow
ImageAI vs HASS-Deepstack-object
gluon-cv vs VolleyVision
ImageAI vs nsfw_model
gluon-cv vs hagrid
ImageAI vs FATE
gluon-cv vs PeekingDuck
ImageAI vs cnn-watermark-removal