some python notebooks based on the MMdet tutorial to update existing mm detector coco networks by transfer learning to ultimately learn to count/predict nematodes, the eggs it hatched from and unhatched eggs from photos taken from petridishes.
- Noe Germakopoulos Furet
- Julian Evans
- Marc Galland
- Frans van der Kloet
- train_model.ipynb the main notebook that updates existing network and train new images with very limited number of samples
- predict.ipynb a notebook to demonstrate the prediction using existing network
- MMDet_Tutorial.ipynb the original notebook from the MMdetection library
- DSC_DATA_AUG_test.ipynb initial version of augmenting data
