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sovit-123
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fasterrcnn-pytorch-training-pipeline
PyTorch Faster R-CNN Object Detection on Custom Dataset
MIT License
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Does your Dataset class cope with empty frames?
#55
GeorgePearse
opened
1 year ago
1
Corrected Tensorboard logging for loss and mAP
#54
sovit-123
closed
1 year ago
0
Mobilevit det
#53
sovit-123
closed
1 year ago
0
Model metrics / benchmarks for different backbones
#52
GeorgePearse
opened
1 year ago
1
Adding Vitdet Base (pretrained backbone) and Tiny (non pretrained) models
#51
sovit-123
closed
1 year ago
0
Training with GPU
#50
dev2y
closed
1 year ago
2
CUDA out of memorie: resnet101
#49
EmmaVanPuyenbr
opened
1 year ago
10
Pipeline feature in repository
#48
tuanmanh1410
opened
1 year ago
1
how can I bypass wandb?
#47
dev2y
closed
1 year ago
6
COCOeval vs MeanAveragePrecision
#46
EmmaVanPuyenbr
opened
1 year ago
5
How to train faster_rcnn with hard-background?
#45
plantroots
closed
1 year ago
15
ValueError: x_max is less than or equal to x_min for bbox
#44
samahwaleed
closed
1 year ago
11
More metrics
#43
kalikhademi
opened
1 year ago
9
RuntimeError: CUDA error: out of memory
#42
samahwaleed
closed
1 year ago
0
ResNet-101 network
#41
samahwaleed
opened
1 year ago
9
maybe can update you notebook with the eval function, and how to validate it with testing dataset?
#40
MheadHero
closed
1 year ago
2
ModuleNotFoundError: No module named 'vision_transformers'
#39
samahwaleed
opened
1 year ago
3
How to disable Image Augmentations in Faster RCNN
#38
samahwaleed
closed
1 year ago
3
Autocast warning
#37
TrefoIV
opened
1 year ago
0
Add vscode to .gitignore
#36
TrefoIV
opened
1 year ago
0
Fix loading dataset
#35
TrefoIV
opened
1 year ago
4
Modify mosaic
#34
sovit-123
closed
1 year ago
0
how to retrain model
#33
Arunxavierpro
opened
1 year ago
9
I need validation loss plot
#32
MheadHero
opened
1 year ago
5
Distributed execution on single machine?
#31
tolsicsse
opened
1 year ago
6
KeyError: ‘fasterrcnn_resnet50’
#30
samahwaleed
closed
1 year ago
1
Modified
#29
tolsicsse
closed
1 year ago
10
How to train custom
#28
Holmes2002
opened
1 year ago
3
Training is very slow: prefetching and cachin data?
#27
tolsicsse
opened
2 years ago
14
Why are images without objects removed?
#26
tolsicsse
opened
2 years ago
1
RuntimeError: CUDA out of memory.
#25
uysalfurkan
opened
2 years ago
28
Added resize command line arguments for inference scripts
#24
sovit-123
closed
2 years ago
0
Added ConvNext Small and Tiny Faster RCNN model
#23
sovit-123
closed
2 years ago
1
Multi gpu
#22
sovit-123
closed
2 years ago
0
Multi gpu
#21
sovit-123
closed
2 years ago
0
Multi gpu support using Distributed Data Parallel
#20
sovit-123
closed
2 years ago
1
Can we discuss how to break the model into separate component? I want to output the validation loss graph.
#19
MheadHero
opened
2 years ago
1
No module named torch_utils.engine error while training
#18
Bleking
closed
2 years ago
3
Change scale and aspect ratio of RPN network
#17
TerrafYassin
opened
2 years ago
2
fixing minor typo
#16
dataubc
closed
2 years ago
0
Can I request 2 functions?
#15
MheadHero
closed
2 years ago
10
Added Mini DarkNet backbone with ~5 million parameters with COCO dataset (90) classes
#14
sovit-123
closed
2 years ago
0
ValueError: y_max is less than or equal to y_min for bbox (tensor(0.9438), tensor(0.5500), tensor(0.9563), tensor(0.5500), tensor(26))
#13
MheadHero
closed
2 years ago
9
Now only can save last epoch weight? I mean this (last_model_state.pth)
#12
MheadHero
closed
2 years ago
8
For training on custom dataset, I saw that in your smoke.yaml example stated that object class need to +1, does that mean if my dataset got 28classes originally, then I also need to +1 classes, which make my number of classes become 29?
#11
MheadHero
closed
2 years ago
1
How to validate the trained weights?
#10
MheadHero
closed
2 years ago
12
Hi, can you make a simple training.ipynb or a guideline kaggle notebook for newbies like me? (I am using roboflow to manage the dataset too)
#9
MheadHero
closed
2 years ago
7
Train fix
#8
limm5
closed
2 years ago
3
Mobilenetv3 large 320 fpn
#7
limm5
closed
2 years ago
1
index over error during traing
#6
YangDongJae
opened
2 years ago
1
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