What is your experience in the field of text extraction, object detection, and image recognition?

In the field of text extraction, object detection, and image recognition, I have worked with Python libraries such as:

• Tesseract OCR for extracting text from images.
• OpenCV for image processing and data pre-processing.
• TensorFlow/Keras and PyTorch for training and deploying object detection and image classification models.

For example, for object detection, you can use a pre-trained model like YOLO or SSD, which takes an image as input and returns the coordinates and classes of detected objects.

Here is an example code using OpenCV and Tesseract for text extraction:

import cv2
import pytesseract

image = cv2.imread('image.png')
gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
text = pytesseract.image_to_string(gray)
print(text)