sovit-123/fasterrcnn-pytorch-training-pipeline
PyTorch Faster R-CNN Object Detection on Custom Dataset
Jupyter NotebookMIT
Issues
- 36
Custom Image Preprocessing
#126 opened by soobin508 - 3
Integrate PyGAD genetic algorithm
#130 opened by Zhihao1002 - 2
COCO detetction Dataset
#129 opened by anirudh6415 - 1
training on cpu stuck in first epoch
#128 opened by just-a - 11
Reshape error after onnx conversion
#123 opened by charlieWyatt - 0
How to update maxDets parameter?
#125 opened by Rushi117108 - 1
precision recall curve
#124 opened by EmmaVanPuyenbr - 7
model save error
#122 opened by KavitaHoude - 4
Multinode run problem
#106 opened by unrue - 2
- 4
- 3
about VOC2007 dataset training
#120 opened by CharisWg - 1
raise ValueError(f"Expected {name} for bbox {bbox} to be in the range [0.0, 1.0], got {value}.")
#121 opened by CharisWg - 1
macOS support
#118 opened by Nucleon729 - 2
initialization error
#117 opened by LL-XSJ - 1
how to choose the backbone?
#115 opened by EmmaVanPuyenbr - 5
What does the output mean when I convert to onnx?
#112 opened by DungHD-1997 - 1
- 1
raise ValueError(f"Expected {name} for bbox {bbox} to be in the range [0.0, 1.0], got {value}.") ValueError: Expected x_min for bbox (tensor(1.0102), tensor(0.5781), tensor(1.), tensor(0.7539), tensor(4)) to be in the range [0.0, 1.0], got 1.010156273841858.
#113 opened by HassanBinHaroon - 6
self.eval_imgs[iou_type] = np.concatenate(self.eval_imgs[iou_type], 2) File "<__array_function__ internals>", line 200, in concatenate
#111 opened by HassanBinHaroon - 1
About background class
#110 opened by unrue - 34
Validation mAP not consistent
#109 opened by JerickoDG - 12
Mention the erroneous file in the error ValueError: Expected x_min for bbox to be in the range [0.0, 1.0]
#77 opened by AhmadJamal01 - 3
How can I properly resume my training?
#108 opened by JerickoDG - 6
NotImplementedError: Could not run 'torchvision::nms' with arguments from the 'CUDA' backend.
#107 opened by JerickoDG - 23
Faster RCNN init error
#104 opened by unrue - 3
confusion matrix
#105 opened by samahwaleed - 9
What does this output mean?
#103 opened by aymuos15 - 1
Add Inception Backbone
#102 opened by HAMZA12337 - 4
Add VGG16
#99 opened by samahwaleed - 1
iou metrics
#101 opened by JPmartinez99 - 2
Inference Time
#98 opened by supriamir - 5
Question: ResNet50 Backbone weights
#97 opened by aymuos15 - 10
Defining augmentations
#95 opened by aymuos15 - 8
Training on a custom dataset - starting from COCO pre-trained weights?
#88 opened by utility-aagrawal - 3
Albumentations bouning box error
#96 opened by unrue - 6
- 4
can you add image caching
#93 opened by VYRION-Ai - 2
- 1
RuntimeWarning: invalid value encountered in power img = np.power(img, gamma)
#89 opened by utility-aagrawal - 5
Training on a custom dataset - qt.qpa.plugin: Could not load the Qt platform plugin "xcb" even though it was found.
#87 opened by utility-aagrawal - 5
Negative output while normalising values for bbox [ValueError(f"Expected {name} for bbox {bbox} to be in the range [0.0, 1.0], got {value}.")]
#86 opened by aymuos15 - 1
Supported image formats.
#85 opened by aymuos15 - 8
Training fails with Roboflow dataset
#84 opened by aymuos15 - 4
Negative Metric Report
#83 opened by aymuos15 - 2
Feature Request: Add support for a testing set.
#82 opened by aymuos15 - 1
How evaluate metrics
#81 opened by HAMZA12337 - 1
calculate mAP for each class
#80 opened by samahwaleed - 5
Extracting image features
#76 opened by Codehackerone - 5
How can I Implement SoftNMS
#78 opened by Engineer-D