Lung Cancer Histology Image Classification with CNN and Pytorch
There were total of 1,600 images in each category (total of 6,400 images). Each image size was 2,560 × 2,560 pixels. Note that these images were extracted based on the doctor’s annotation on multiple whole slide images.
- OS Windows 10
- RAM 32GB
- CPU 3.7GHz Intel Xeon E5-1630
- GPU Nvidia GeForce GTX 1080 Ti (11G) x 2
- Python 3.6.7
- Pytorch v0.3.0
- CUDA 9.0 Base
- cuDNN 7.4.2