import os
import leafmap
from samgeo import  tms_to_geotiff
import rasterio
from rasterio.plot import show
import subprocess
import re
# m = leafmap.Map(center=[16.836161, 81.047963], zoom=17)
# m.add_basemap("SATELLITE")
bbox = [81.0426, 16.8328, 81.0538, 16.8421]

from samgeo import SamGeo, tms_to_geotiff, get_basemaps
img_path = "/content/field.tif"
tms_to_geotiff(output=img_path, bbox=bbox, zoom=17, source="Satellite", overwrite=True)
label='Palm_Treess'

yolo_command = [
    "python",
    "/content/yolov5/detect.py",
    "--weights",
    "/content/drive/MyDrive/palm/best.pt",
    "--img",
    "640",
    "--conf",
    "0.25",
    "--source",
    img_path
]

output = subprocess.check_output(yolo_command, text=True, stderr=subprocess.STDOUT)
result_lines = output.split('\n')
total_count = 0
for line in result_lines:
    match = re.search(rf"(\d+) {label}", line)
    if match:
        number_of_palms = int(match.group(1))
        total_count += number_of_palms

print(f"Total number of palms detected: {total_count}")