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README.md

CellCount_TinyBBBC005

Cell counting on the Tiny-BBBC005 datasets

h5 Datasets

Tiny-BBBC005
https://1drv.ms/u/s!Arj2pETbYnWQsL0vJF6KJQPIbj_6Fw?e=rsdvw2

VGG Dataset
https://1drv.ms/u/s!Arj2pETbYnWQsL0fsFvYKI5cOt-sxg?e=ceZfFI

1. Ours: ResNet-XX(CE)+DA+Ensemble (in './AfCCNN')

2. DRDCNN (in './DRDCNN')

Liu, Qian, et al. "A novel convolutional regression network for cell counting." 2019 IEEE 7th International Conference on Bioinformatics and Computational Biology (ICBCB). IEEE, 2019.

3. FPNCNN (in './FPNCNN')

Hernández, Carlos X., Mohammad M. Sultan, and Vijay S. Pande. "Using deep learning for segmentation and counting within microscopy data." arXiv preprint arXiv:1802.10548 (2018).

4. ERDCNN (in './ERDCNN')

Liu, Qian, et al. "Automated Counting of Cancer Cells by Ensembling Deep Features." Cells 8.9 (2019): 1019.

5. Regression-oriented ResNets (in './AfCCNN')

Xue, Yao, et al. "Cell counting by regression using convolutional neural network." European Conference on Computer Vision. Springer, Cham, 2016.

Xue, Yao. "Cell Counting and Detection in Microscopy Images using Deep Neural Network." (2018).

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