raab/efishSignalDetector
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inference images are now saved in a corresponding folder

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Till Raab 2023-10-26 10:13:48 +02:00
parent 391379551a
commit 76cee2c050
1 changed files with 8 additions and 4 deletions
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12
inference.py
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@ -13,10 +13,16 @@ from IPython import embed
from pathlib import Path
from tqdm.auto import tqdm
import matplotlib.pyplot as plt
import matplotlib.gridspec as gridspec
from matplotlib.patches import Rectangle
def plot_inference(img_tensor, img_name, output, target, detection_threshold):
fig, ax = plt.subplots(figsize=IMG_SIZE, num=img_name)
fig = plt.figure(figsize=IMG_SIZE, num=img_name)
gs = gridspec.GridSpec(1, 1, bottom=0, left=0, right=1, top=1) #
ax = fig.add_subplot(gs[0, 0])
ax.imshow(img_tensor.cpu().squeeze().permute(1, 2, 0), aspect='auto')
for (x0, y0, x1, y1), l, score in zip(output['boxes'].cpu(), output['labels'].cpu(), output['scores'].cpu()):
if score < detection_threshold:
@ -38,9 +44,7 @@ def plot_inference(img_tensor, img_name, output, target, detection_threshold):
)
ax.set_axis_off()
embed()
quit()
plt.savefig(Path(INFERENCE_OUTDIR)/img_name/'_inferred.png', IMG_DPI)
plt.savefig(Path(INFERENCE_OUTDIR)/(os.path.splitext(img_name)[0] +'_inferred.png'), IMG_DPI)
plt.close()
# plt.show()