The Future of Computer Vision: Beyond Image Recognition

The Future of Computer Vision: Beyond Image Recognition-thumb-nail

Computer vision powers applications from autonomous vehicles to medical diagnostics.

Modern models like YOLO and Vision Transformers (ViTs) enhance image recognition.


Example: Object Detection with OpenCV and YOLO

import cv2

net = cv2.dnn.readNet("yolov3.weights", "yolov3.cfg")
layer_names = net.getLayerNames()
output_layers = [layer_names[i - 1] for i in net.getUnconnectedOutLayers()]
print(output_layers)


This code initializes a YOLO object detection model using OpenCV.