Laser_control
Laser for control mosquito, weed, and pest (by Ildaron)
treecounter-ML
A simple application that detects and counts the number of trees in a vineyard. Makes use of darknet and OpenCV. (by sampreets3)
Laser_control | treecounter-ML | |
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19 | 3 | |
1,232 | 6 | |
- | - | |
3.6 | 2.6 | |
13 days ago | over 2 years 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.
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.
Laser_control
Posts with mentions or reviews of Laser_control.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-21.
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Scientists Create AI-Powered Laser Turret That Kills Cockroaches
The GitHub codebase hasn't been touched in 10 months or so. Ildar Rakhmatulin, are you just stringing us along? PM me if you would like some help!
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Neutralisation of cockroaches with laser automated by machine vision
Sorry everyone , editor of the paper deleted link for GitHub - https://github.com/Ildaron/Laser_control
all sources there
- GitHub - Ildaron/Laser_control: Open-Source Laser for control mosquito, weed, and pest
- Laser device for killing Asian hornet and saving bee - open-source
- Laser device for killing Asian hornet and saving bee – open-source
treecounter-ML
Posts with mentions or reviews of treecounter-ML.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-05-03.
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Is it possible to get the feature map from OpenCV's DNN module?
You can take a look at an example implementation of the code here. I was wondering how I can extract the feature maps from a particular layer using the dnn module. I thought of using the net.forward() to do it, but I am not sure if this is the correct way, and more importantly, I do not want to run two forward passes on the same image(I do not think it will be an elegant implementation).
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Bounding Box Filtering after using YOLOv4
Overlapping Bounding Boxes: As you can see from the image, I have quite a lot of overlapping bounding boxes around each detected object. I did some reading online, and found that I needed to use Non Maxima Suppression to filter the detections. I did that, and adjusted the NMS_THRESH parameter(The current results are at confidence threshold of 95% and NMS threshold of 100%). I am perplexed by this, and what I would like to have is some sort of a filter, where say if I already have a box at (x, y, w, h), then there should be like a barrier around the surrounding n pixels, where even if a box is detected, it will not be placed. If you want to take a look at my code, you can find the repository here and the particular file here.
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Help needed with object tracker implementation
I am not being able to work the Sort tracker into my current application code. It would be great if any of you could help me out here. The program crashes when I use the tracker.update() method.
What are some alternatives?
When comparing Laser_control and treecounter-ML you can also consider the following projects:
head-pose-estimation - Realtime human head pose estimation with ONNXRuntime and OpenCV.
yolov4-deepsort - Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
vidgear - A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features :fire:
netSALT - Simulation of lasing networks with quantum graphs and SALT theory.
QualityScaler - QualityScaler - image/video deeplearning upscaling for any GPU
Rod_Inspection_Machine_Vision - Inspection of Motorcycle rods with OpenCV