Spaces:
No application file
No application file
Upload 2 files
Browse files- chart_processor.py +29 -0
chart_processor.py
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from src.model.vision_model import ChartVisionModel
|
2 |
+
import cv2
|
3 |
+
import numpy as np
|
4 |
+
|
5 |
+
class ChartProcessor:
|
6 |
+
def __init__(self):
|
7 |
+
self.vision_model = ChartVisionModel()
|
8 |
+
|
9 |
+
def preprocess_image(self, image):
|
10 |
+
# Image preprocessing for analysis
|
11 |
+
return image
|
12 |
+
|
13 |
+
def detect_patterns(self, image):
|
14 |
+
# Pattern detection logic
|
15 |
+
return []
|
16 |
+
|
17 |
+
def analyze_indicators(self, image):
|
18 |
+
# Technical indicator analysis
|
19 |
+
return {}
|
20 |
+
|
21 |
+
def process_chart(self, image):
|
22 |
+
preprocessed = self.preprocess_image(image)
|
23 |
+
patterns = self.detect_patterns(preprocessed)
|
24 |
+
indicators = self.analyze_indicators(preprocessed)
|
25 |
+
|
26 |
+
return {
|
27 |
+
'patterns': patterns,
|
28 |
+
'indicators': indicators
|
29 |
+
}
|