Fruit++

Description

This script allows the user to easily count the number of fruits in the images provided at the input and then presents the results as a JSON file. Currently, the script can detect the following 3 types of fruits:

• apples

• bananas

• oranges

Libraries

• OpenCV
• NumPy
• Click
• tgdm

Script call

Script detect_fruits.py takes 2 input parameters:

• data_path - path to the folder with data (photos)
• output_file_path - path to the file with the results

$ python3 detect_fruits.py --help

Options:
  -p, --data_path TEXT         Path to data directory
  -o, --output_file_path TEXT  Path to output file
  --help                       Show this message and exit.

In the Linux console, the script can be called from the project directory as follows:

python3 detect_fruits.py -p ./data -o ./results.json

Output

The detection results are outputted into a JSON file for all images in the catalog.

{
  ...,
  "07.jpg": {
    "apple": 2,
    "banana": 1,
    "orange": 1
  },
  ...
}