c1ph3r-fsocitey / Apple_Detection

Apple Detecion using Deep Learning Model yoloV3

Apple_Detection

Steps to follow to make sure it works!

Step 1 (Clone the repository)

clone the repository using git clone
https://github.com/c1ph3r-fsocitey/Apple_Detection

Step 2 (Downloading Test Data and yoloV3 Model)

Download the testing data and yoloV3 file from this link

Step 3

make sure to put the downloaded files in the same folder (Apple_Detection)

Testing

Test 1 (for Picture)

use the following command to run the program for image apple detection

python apple_detection_from_photo.py -i apple_tree_images_and_vids/apple-1.jpg -c yolov3.cfg -cl yolov3.txt -w yolov3.weights

Test 2 (for Videos)

use the following command to run the program for video apple detection

python apple_detection_from_video.py -v apple_tree_images_and_vids/apple_vid.mp4 -c yolov3.cfg -cl yolov3.txt -w yolov3.weights

ENJOY!!