How shahzadmscs/anerbc_segmentation_classification_code works
This repository is a notebook-based research workspace for RBC image classification and segmentation. The apparent workflow is: a researcher prepares training data, then runs alternative classification or segmentation notebooks to obtain model outputs or reported results. The tree confirms these notebook families and model variants, but no source excerpts document calls, shared data interfaces, or runtime orchestration. Accordingly, the graph shows user-initiated notebook execution rather than inferred notebook-to-notebook data flow.
Components 18
Data Preparation
- Upload Training Data
upload_data_for_training.ipynb
Image Classification
- InceptionV3 Classifier
classification_code/inceptionv3-classification-anerbc1.ipynb - InceptionV3 RBC2
classification_code/inceptionv3-classification-anerbc2.ipynb - MobileNet Classifier
classification_code/mobilenet-classification-anerbc2.ipynb - MobileNetV2 Classifier
classification_code/mobilenetv2-classification_anerbc1.ipynb - ResNet152V2 Classifier
classification_code/resnet152v2-classification-anerbc1.ipynb - ResNet152V2 RBC2
classification_code/resnet152v2-classification-ranerbc2.ipynb - VGG16 Classifier
classification_code/vgg16-classification-anerbc1.ipynb - VGG16 RBC2
classification_code/vgg16-classification-anerbc2.ipynb
Image Segmentation
- Attention U-Net Results
segmentation_code/atten-unet-anerbc1-results.ipynb - Attention U-Net RBC2
segmentation_code/atten-unet-rbc2-results.ipynb - GAN Segmentation
segmentation_code/gan-seg-anerbc1.ipynb - GAN Segmentation RBC2
segmentation_code/gan-seg-anerbc2.ipynb - LinkNet Segmentation
segmentation_code/linknet-segmentation-anerbc1.ipynb - LinkNet Segmentation RBC2
segmentation_code/linknet-segmentation-anerbc2.ipynb - U-Net Segmentation
segmentation_code/unet-segmentation-anerbc1.ipynb - U-Net Segmentation RBC2
segmentation_code/unet-segmentation-anerbc2.ipynb
Other components
- Researcher
Connections 17
- Researcher → Upload Training Data: runs
- Researcher → InceptionV3 Classifier: runs
- Researcher → InceptionV3 RBC2: runs
- Researcher → MobileNet Classifier: runs
- Researcher → MobileNetV2 Classifier: runs
- Researcher → ResNet152V2 Classifier: runs
- Researcher → ResNet152V2 RBC2: runs
- Researcher → VGG16 Classifier: runs
- Researcher → VGG16 RBC2: runs
- Researcher → Attention U-Net Results: runs
- Researcher → Attention U-Net RBC2: runs
- Researcher → GAN Segmentation: runs
- Researcher → GAN Segmentation RBC2: runs
- Researcher → LinkNet Segmentation: runs
- Researcher → LinkNet Segmentation RBC2: runs
- Researcher → U-Net Segmentation: runs
- Researcher → U-Net Segmentation RBC2: runs