jeehyun100/mura_fixRes

mura_fixRes

FixRes for mura

Installation

Install

• pip install -r requirements.txt

Download Mura DataSet

• ./MURA-V1.1

Using the code

• restnet152
  • python main_resnet152_scratch.py
• efficientnet b7
  • python main_effi_b7_scratch.py

Test

• Uncomment test method in main_xxx_scratch.py and comment run method.

What i Did

• Resnet 156
• Efficient B7
• fixres Train size 320, test size 320 * 1.14
• Histogram Equalization https://opencv-python.readthedocs.io/en/latest/doc/20.imageHistogramEqualization/imageHistogramEqualization.html