atom-predict/msunet/utils/.ipynb_checkpoints/plot-checkpoint.py

30 lines
744 B
Python

import json
import numpy as np
import matplotlib.pyplot as plt
from PIL import Image
def plot4(json_path, i):
with open(json_path, 'r') as f:
result = json.load(f)
imgs = np.array(result['img_path'])
preds = np.array(result['pred'])
labels = np.array(result['label'])
plt.figure(figsize=(8, 2))
plt.subplot(1, 4, 1)
img = Image.open(imgs[i])
plt.imshow(img)
plt.axis('off')
plt.subplot(1, 4, 2)
plt.imshow(labels[i])
plt.axis('off')
plt.subplot(1, 4, 3)
plt.imshow(preds[i])
plt.axis('off')
plt.subplot(1, 4, 4)
dmap = get_dotsmap(preds[i])
h, w = np.where(dmap != 0)
plt.imshow(img, cmap='gray')
plt.scatter(w, h, c='r')
plt.axis('off')