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Published at November 13IDCIA: Immunocytochemistry Dataset for Cellular Image Analysis
eess.IV
cs.AI
cs.CV
Released Date: November 13, 2024
Authors: Abdurahman Ali Mohammed1, Catherine Fonder, Donald S. Sakaguchi1, Wallapak Tavanapong1, Surya K. Mallapragada1, Azeez Idris1
Aff.: 1Iowa State University, USA
| Model | Learning rate | Batch Size | Epochs | Avg. MAE |
|---|---|---|---|---|
| CNN Regression | 3.5e-05 | 16 | 500 | 24.15 |
| CSRNet [32] | 2e-7 | 1 | 400 | 18.64 |
| MCNN [33] | 1e-7 | 1 | 1500 | 19.57 |
| Count-ception [34] | 1e-2 | 2 | 1000 | 15.47 |
| FCRN-A [35] | 1e-2 | 16 | 1000 | 27.49 |