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Skip non-directory files in dataset creation (like .gitignore) #2

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Skip non-directory files in dataset creation (like .gitignore) #2

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13 changes: 13 additions & 0 deletions .gitignore
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Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
*.pickle

# Byte-compiled / optimized / DLL files
__pycache__/

# Jupyter Notebook
.ipynb_checkpoints

# Environments
.env
.venv
env/
venv/
9 changes: 7 additions & 2 deletions create_dataset.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3,21 +3,25 @@

import mediapipe as mp
import cv2
import matplotlib.pyplot as plt


mp_hands = mp.solutions.hands
mp_drawing = mp.solutions.drawing_utils
mp_drawing_styles = mp.solutions.drawing_styles

hands = mp_hands.Hands(static_image_mode=True, min_detection_confidence=0.3)
hands = mp_hands.Hands(static_image_mode=True, min_detection_confidence=0.3, max_num_hands=1)

DATA_DIR = './data'

data = []
labels = []
for dir_ in os.listdir(DATA_DIR):
# skip files (like .gitignore)
if not os.path.isdir(os.path.join(DATA_DIR, dir_)):
continue

for img_path in os.listdir(os.path.join(DATA_DIR, dir_)):
print(f'Processing {dir_}/{img_path}...')
data_aux = []

x_ = []
Expand Down Expand Up @@ -48,3 +52,4 @@
f = open('data.pickle', 'wb')
pickle.dump({'data': data, 'labels': labels}, f)
f.close()
print('Data saved to data.pickle')
4 changes: 2 additions & 2 deletions data/.gitignore
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Original file line number Diff line number Diff line change
@@ -1,2 +1,2 @@
.gitignore

!.gitignore
*