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
- 1
- 12
- 2
Question about pre-training a Task
#267 opened by NataliaAlves13 - 3
[Question] Change post-processing parameters
#265 opened by NataliaAlves13 - 3
Resume sweep and edit batch size
#271 opened by NataliaAlves13 - 19
- 7
Questions about MLFlow, LR, and TTA
#264 opened by dzeego - 4
[Bug]preprocess the LUNA_16 dataset encountered an error
#258 opened by aiaini66 - 6
Error when running inference commands
#270 opened by Pri0805 - 4
[Question] Instance Lost and Key error
#257 opened by NataliaAlves13 - 3
Cannot find the task
#259 opened by liuxia0725 - 3
[Question]Visualize predicted bounding boxes
#261 opened by NataliaAlves13 - 5
Prediction Results Vary Significantly with Same Dataset and Weights in nnDetection
#262 opened by kimm51 - 2
difference between model_best-v1.ckpt, model_best-v2.ckpt and model_best.ckpt
#269 opened by Rajesh-ParaxialTech - 1
Relationship between the bounding box dimension and detection rate performance
#266 opened by Rajesh-ParaxialTech - 4
- 3
I got this mistake when I install the nndetection ERROR: Could not build wheels for nnunet, which is required to install pyproject.toml-based projects
#250 opened by liuxia0725 - 4
[Question] Impact of empty GT
#252 opened by Thibescobar - 4
[Question] version_base parameter version UserWarning
#255 opened by tbskbr - 3
- 2
- 5
[Question] Installation issue while pip install -e . Subprocess-exited-with-error
#256 opened by ArpanGyawali - 4
- 5
Parameter that was used to control sensitivity versus false positive per image plot
#230 opened by Rajesh-ParaxialTech - 1
ERROR: Could not build wheels for nnunet, which is required to install pyproject.toml-based projects.
#246 opened by code8865 - 2
- 8
| WARNING | nndet.core.boxes.nms:<module>:26 - nnDetection was not build with GPU support!
#244 opened by Wangcody123 - 3
- 3
About adding LNDb chest CT scan images for nodule detection training
#240 opened by Rajesh-ParaxialTech - 13
[Question] Negative Loss
#239 opened by laurenznagler - 3
- 3
When is plan_inference.pkl generated?
#238 opened by dzeego - 7
- 3
Images
#245 opened by constantinulrich - 5
Preprocessing gets stuck with multiprocessing
#236 opened by dzeego - 7
- 9
ERROR while preprocessing
#231 opened by karon999 - 0
- 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 - 0
[Question]
#223 opened by camtrik - 1
[Question] Pretrained models availability
#222 opened by salusanga