I am looking to implement the DQN code from the Keras-rl library (https://github.com/matthiasplappert/keras-rl/blob/master/examples/dqn_atari.py) for 3-channel images without converting them to grayscale. How can I modify the code to achieve this? I attem ...
I have been using scikit-image to successfully classify road features. Take a look at the results here: https://i.stack.imgur.com/zRJNh.jpg. However, I am facing challenges in the next step of classifying these features. Specifically, I need to classify fe ...
Currently, I am analyzing medical images using XML files that contain contour coordinates detailing regions of interest. Despite successfully extracting these points, I am facing challenges in converting them into a bounding box suitable for creating masks ...
In my Python Open-CV project, I am using a matrix obtained from the library: M = cv2.getPerspectiveTransform(source_points, points) However, this matrix is quite different from the CSS Transform Matrix. Even though they have similar shapes, it seems that ...
Trying to implement the Hough line transform independently has proved challenging, particularly when it comes to drawing the high-voted thetas/rhos values. Despite attempting the mathematical calculations myself, the outputs were consistently inaccurate. U ...
Here is another inquiry regarding computer vision. The concept of a camera matrix, also known as a projection matrix, involves the mapping of a 3D point X from the real world to an image point x in a photograph using the equation: l **x** = P **X** Esse ...
When it comes to real time systems, a quick and efficient platform is essential. I'm curious about which combination would be best for real time image processing: OpenCV-Python, OpenCV-MVStudio (C++), OpenCV-Matlab, or OpenCV-Java? I've heard abo ...
Click here to upload an image for reference point identification The task at hand involves measuring the length of a drill bit. If two reference points can be automatically identified, the Euclidean distance formula can then be applied to measure the dist ...
Exploring the functionality of OpenCV's calib3d module, I am currently experimenting with a simulated camera rig. To better grasp how it works and performs, I have generated a set of artificial object points in 3D space that correspond to a flat grid ...