Talk about what TOMicro [ input the image of example microimages under it put saliency maps ]
This library contains Tensorflow/Keras code for:
the LEAF frontend, as well as mel-filterbanks, SincNet and Time-Domain Filterbanks Keras models for PANN, PCEN and SpecAugment an example training loop using gin, to train models with various frontends and architectures on tensorflow datasets.
talk about pickling the data
python3 data_pickler.py --img_size 320 --dataset "/Users/skanda/Downloads/CompleteDataset/Fruit" --type_of_crop "tomato"
produces 2 pickles and the csv
[put the pipeline diagram where you see the entire thing]
- with or without kfold
[give them the options]
python3 transfer_learning_template.py --img_size 320 --num_classes 5 --type_of_crop tomato --external_model 'Xception' --trainable_layers "fine_tune"
[kfold graphs, scores themselves, confusion matrices]
[how to run inference on a trained model]
- show the example of manoj's validation