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CNN-cell-counting
CNN-cell-counting
 
 
plots
plots
 
 
report
report
 
 
.DS_Store
.DS_Store
 
 
README.md
README.md
 
 
affine_warp.m
affine_warp.m
 
 
cleanup_hard_dataset.m
cleanup_hard_dataset.m
 
 
cnn_classifier.m
cnn_classifier.m
 
 
crop_cells.m
crop_cells.m
 
 
crop_patch.m
crop_patch.m
 
 
do_random_augmentations.m
do_random_augmentations.m
 
 
evaluate_network_on_patches.m
evaluate_network_on_patches.m
 
 
extract_all_positives.m
extract_all_positives.m
 
 
extract_all_positives_zeropadded.m
extract_all_positives_zeropadded.m
 
 
extract_patch.m
extract_patch.m
 
 
extract_random_negatives.m
extract_random_negatives.m
 
 
extract_random_positives.m
extract_random_positives.m
 
 
generate_hard_training_data.m
generate_hard_training_data.m
 
 
generate_traning_data.m
generate_traning_data.m
 
 
generate_validation_data.m
generate_validation_data.m
 
 
load_images.m
load_images.m
 
 
loss_function.m
loss_function.m
 
 
my_network.mat
my_network.mat
 
 
neg_pts.m
neg_pts.m
 
 
project_main.m
project_main.m
 
 
projects.pdf
projects.pdf
 
 
random_brightness.m
random_brightness.m
 
 
random_contrast.m
random_contrast.m
 
 
random_noise.m
random_noise.m
 
 
random_rescale.m
random_rescale.m
 
 
random_rotation.m
random_rotation.m
 
 
random_smoothing.m
random_smoothing.m
 
 
random_translation.m
random_translation.m
 
 
random_warp.m
random_warp.m
 
 
read_image.m
read_image.m
 
 
refine_maxima.m
refine_maxima.m
 
 
rescale_patch.m
rescale_patch.m
 
 
run_detector.m
run_detector.m
 
 
stopIfTrainingAccuracyNotImproving.m
stopIfTrainingAccuracyNotImproving.m
 
 
strict_local_maxima.m
strict_local_maxima.m
 
 
subpixel_precision.asv
subpixel_precision.asv
 
 
subpixel_precision.m
subpixel_precision.m
 
 

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CNN_cell_detection

CNN cell detection using Matlab

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CNN cell detection using Matlab

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