MIC-DKFZ/medicaldetectiontoolkit
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
PythonApache-2.0
Issues
- 0
Dataset structure and formating
#149 opened by ArpanGyawali - 0
- 2
Iterate over all training data only once per epoch
#109 opened by sinitame - 1
Can you share the preprocessed LIDC dataset,Thank you
#140 opened by BelieferQAQ - 1
Batch generation error on my customized dataset
#124 opened by sunformoon - 2
Question about result of toy data.
#103 opened by MengzhangLI - 1
- 1
Compiling CUDA functions for Titan RTX
#121 opened by themantalope - 0
Project dependencies may have API risk issues
#138 opened by PyDeps - 4
Problem with one class training
#115 opened by theVmagnificient - 1
training and validation losses
#105 opened by tarikdincer - 0
How to write U-Net Deep Learning code dealing with ".tiff" images?
#132 opened by JenniferYingyiWu2020 - 0
- 1
- 0
TypeError: crop_and_resize_forward expected 7 arguments, got 8 when running on cpu
#126 opened by themantalope - 3
KeyError when trying to train in toy_exp
#125 opened by 17alia - 6
Custom dataset, data loader
#86 opened by MancaZerovnikMekuc - 0
how to improve the speed of test?
#123 opened by JXQI - 0
data_load is very very very slow?
#122 opened by JXQI - 2
How could I preprocess my own nii data?
#116 opened by leihouyeung - 2
troubles with MultiThreadedAugmenter
#114 opened by theVmagnificient - 1
How should I prepare the dataset?
#118 opened by Kelsey2018 - 0
inference issue
#119 opened by Godthumb - 0
- 0
Question about "min_det_thresh" in test plotting
#113 opened by chaoswjc - 0
Compile Cuda Functions Help
#112 opened by kleingeo - 0
Plot legend missing when using --resume_to_checkpoint
#110 opened by rtgunti - 0
- 0
Issue building NMS for different GPU
#107 opened by kleingeo - 0
Preprocessing Data Error
#106 opened by kleingeo - 2
seg_logits is zero and retina_unet learned nothing
#104 opened by amberhappy - 1
GPU Memory limitation
#85 opened by awp4211 - 1
if I have Larger GPU memory, in the same 3D model, larger patch_size will be better????
#96 opened by CodingHHW - 1
- 0
Can the toolkit be run on Colab?
#102 opened by avakanski - 1
Why I got same result segmentation image?
#101 opened by kushinyi - 0
Docker Container for MDT
#100 opened by bsmarine - 0
I have a TypeError in utils.py
#99 opened by kushinyi - 6
- 0
Mobilenet Backbone for Retina
#94 opened by ssakhavi - 0
how to use multi GPU training????
#93 opened by CodingHHW - 1
- 1
Retina U-Net does not work in the toy experiment
#87 opened by skief - 1
- 1
is it a small bug in batch_dice??????
#89 opened by CodingHHW - 0
is it a small fault in batch_dice
#88 opened by CodingHHW - 0
- 1
Pretrained models for 2D versions?
#80 opened by silver-deguz - 1
- 2
Can you share the Toy dataset?
#82 opened by adeebakausar