MIC-DKFZ/nnDetection
nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without manual intervention. It includes guides for 12 data sets that were used to develop and evaluate the performance of the proposed method.
PythonApache-2.0
Issues
- 2
- 3
- 3
When is plan_inference.pkl generated?
#238 opened by dzeego - 3
Images
#245 opened by constantinulrich - 5
Preprocessing gets stuck with multiprocessing
#236 opened by dzeego - 2
About adding LNDb chest CT scan images for nodule detection training
#240 opened by Rajesh-ParaxialTech - 7
- 12
[Question] Negative Loss
#239 opened by laurenznagler - 9
ERROR while preprocessing
#231 opened by karon999 - 6
| WARNING | nndet.core.boxes.nms:<module>:26 - nnDetection was not build with GPU support!
#244 opened by Wangcody123 - 6
- 0
- 3
Parameter that was used to control sensitivity versus false positive per image plot
#230 opened by Rajesh-ParaxialTech - 6
[Question]Training doesn't start or is stuck, stops at "using pin_memory on device 0"
#229 opened by ClimberXIE - 5
[Question] Installation question
#226 opened by rooskraaijveld - 3
- 3
Run nnDetection on Cuda 12
#228 opened by kennyha85 - 1
- 1
[Question] RibFrac folder name
#234 opened by manellopez13 - 1
[Question] Defining "test_labels" and "target_class" for custom dataset.json
#233 opened by salusanga - 3
Evaluation on independent test set
#225 opened by dzeego - 4
[Question] Error about numpy and nevergrad version?
#224 opened by camtrik - 7
[Question]About the result of Task021
#221 opened by ztt0821 - 3
- 3
coordinates of bounding box of nodules
#218 opened by DSRajesh - 3
Custom datatset prepare
#215 opened by Jerry7j - 3
issues related to resolution at which nnDetection training is to be carried out
#216 opened by DSRajesh - 0
[Question]
#223 opened by camtrik - 3
[Question]During the prediction process, a command that loads only "model_best.ckpt" cannot be executed by command
#196 opened by Lynclock - 4
- 4
- 3
[Question]About loss
#199 opened by alonelysnake - 3
- 3
[Question]
#203 opened by Yasmin-Kassim - 3
[Question] NVIDIA GeForce RTX 4080 GPU is not yet supported in the Docker
#204 opened by Yasmin-Kassim - 3
- 9
About multi class dataset
#207 opened by kimm51 - 9
Prepare labels for a custom 3D dataset
#209 opened by Yasmin-Kassim - 4
- 3
There might be a bug in the norm_schemes.
#212 opened by xtj2020 - 3
Training Parameter
#213 opened by efox94 - 1
[Question] Pretrained models availability
#222 opened by salusanga - 9
- 7
problem when install on RTX3090
#220 opened by ztt0821 - 2
[Question]Two doubts about the Test Pool and its evaluation results in the paper of nnDetection
#219 opened by ClimberXIE - 3
Significant Change in Epoch Time with Dataset Size
#208 opened by dzeego - 2
- 0
[Question] Training doesn't start correctly
#214 opened by salusanga - 2
- 1
[Question] Issues locating dataset using Docker
#200 opened by NMVRodrigues