How to read out put of predict

[phulelouch]

Hi, I couldn't find a way to read the pickle things or a way to read the result from predict. Do you guys have any example? thanks

This is my current code:

`model_type = "yolov8"
model_path=path,
model_device = 'cuda:0'
model_confidence_threshold = 0.5

slice_height = 320
slice_width = 320
overlap_height_ratio = 0.5
overlap_width_ratio = 0.5

#source_image_dir = "2023-12-22"

frame = cv2.imread("2023-12-22/id_313_n_8.jpg")
image = cv2.resize(frame, (1024, 1024))

result=predict(
model_type=model_type,
model_path=path,
model_device=model_device,
model_confidence_threshold=model_confidence_threshold,
source="2023-12-22/id_313_n_8.jpg",
slice_height=slice_height,
slice_width=slice_width,
overlap_height_ratio=overlap_height_ratio,
overlap_width_ratio=overlap_width_ratio,
#export_pickle=True,
#return_dict=True,
#novisual = True
)

print(result)`

[phulelouch]

Still have to read from pickle
`
import pickle
import json
import glob
file_paths = glob.glob(f"{result.get('export_dir')}/pickles/*.pickle")

for file_path in file_paths:
with open(file_path, 'rb') as f:
data = pickle.load(f)
# Process the data as needed

for detection in data:
label = detection.category.name
confidence = detection.score.value
bbox = detection.bbox.to_voc_bbox()

print(f"Label: {label}")
print(f"Confidence: {confidence}")
print(f"Bounding Box: {bbox}")

`