treecounter-ML

A simple application that detects and counts the number of trees in a vineyard. Makes use of darknet and OpenCV. (by sampreets3)

treecounter-ML Alternatives

Similar projects and alternatives to treecounter-ML based on common topics and language

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better treecounter-ML alternative or higher similarity.

treecounter-ML reviews and mentions

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.
  • Is it possible to get the feature map from OpenCV's DNN module?
    2 projects | /r/computervision | 3 May 2021
    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).
  • Bounding Box Filtering after using YOLOv4
    1 project | /r/computervision | 9 Apr 2021
    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.
  • Help needed with object tracker implementation
    2 projects | /r/computervision | 24 Mar 2021
    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.
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Stats

Basic treecounter-ML repo stats
3
6
2.6
over 2 years ago

sampreets3/treecounter-ML is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.

The primary programming language of treecounter-ML is Python.


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