Test_funcv2 is file for inference:
Return the initialized model by using model = model_initialize_detector(modelType = 'spagetti-singleHead-multiscale-residual-deep',cellLoss = '', marginLoss = '',image_size = 1024, wights_path = '') function.
Pass Model checkpoint to the wights_path argument.
Then use proxy_map, coordinates = detector(img, model,image_size = 1024) and pass the model from previous function to get the probability map and the coordinates of nuclei.