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Replaced opencv with imagesize to get the actual image size #548

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merged 3 commits into from
Jan 8, 2024
Merged

Replaced opencv with imagesize to get the actual image size #548

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e6acae8
replaced opencv with imagesize fixes #530
cansik Dec 30, 2023
a02e25b
fixed code style using per-commit
cansik Dec 30, 2023
b87f72c
fixed one_stage_detector as well for linter
cansik Dec 30, 2023
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5 changes: 2 additions & 3 deletions nanodet/data/dataset/yolo.py
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Original file line number Diff line number Diff line change
Expand Up @@ -18,8 +18,8 @@
from collections import defaultdict
from typing import Optional, Sequence

import cv2
import numpy as np
from imagesize import imagesize
from pycocotools.coco import COCO

from .coco import CocoDataset
Expand Down Expand Up @@ -92,8 +92,7 @@ def yolo_to_coco(self, ann_path):
with open(ann_file, "r") as f:
lines = f.readlines()

image = cv2.imread(image_file)
height, width = image.shape[:2]
width, height = imagesize.get(image_file)

file_name = os.path.basename(image_file)
info = {
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2 changes: 1 addition & 1 deletion nanodet/model/arch/one_stage_detector.py
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Expand Up @@ -60,7 +60,7 @@ def inference(self, meta):
time2 = time.time()
print("forward time: {:.3f}s".format((time2 - time1)), end=" | ")
results = self.head.post_process(preds, meta)

if is_cuda_available:
torch.cuda.synchronize()

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1 change: 1 addition & 0 deletions requirements.txt
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@@ -1,4 +1,5 @@
Cython
imagesize
matplotlib
numpy
omegaconf>=2.0.1
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