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Minor Layer Mods #42

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Minor Layer Mods #42

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102abd7
Minor path fix to access the weights file.
WithanagePerera Nov 10, 2025
341279c
Passed in a layer name during construction, that way my publisher nam…
WithanagePerera Nov 10, 2025
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2 changes: 1 addition & 1 deletion vision_stack/layers/NormalizationLayer.py
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Original file line number Diff line number Diff line change
Expand Up @@ -33,7 +33,7 @@ def __init__(self) -> None:
"""
Normalizes the image by calculating the median and the IQR of all the pixels, then subtracting the median form the pixels and dividing by the IQR.
"""
super().__init__()
super().__init__("RobustScalingLayer")

def process(self, image):
median = np.median(image)
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3 changes: 2 additions & 1 deletion vision_stack/layers/UnderwaterEnhancementLayer.py
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Expand Up @@ -9,6 +9,7 @@

import os
import torch
from pathlib import Path
from PIL import Image
import torch
import numpy as np
Expand All @@ -18,7 +19,7 @@

from .Layer import PreprocessLayer

WEIGHTS_PATH = os.path.join(os.getcwd(), "vision_stack", "weights", 'model_best_2842.pth.tar')
WEIGHTS_PATH = Path(os.path.abspath(__file__)).parent.parent / "weights" / "model_best_2842.pth.tar"

class UnderWaterImageEnhancementLayer(PreprocessLayer):
def __init__(self) -> None:
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