gau-nernst / vision-toolbox Goto Github PK
View Code? Open in Web Editor NEWToolbox for vision tasks. Pre-trained vision backbones on ImageNet with PyTorch Lightning ๐
Toolbox for vision tasks. Pre-trained vision backbones on ImageNet with PyTorch Lightning ๐
I've seen your instructions to train on Imagenet Object Localization.
How long does it take to train on such a big dataset?
Could you please share a trained checkpoint for Yolov5 and any other architecture that you've tested?
It would be great for people with less resources and to save a little bit of energy ;-)
If it wouldn't be possible for any reason, it's perfectly understandable. Thanks for sharing this project
What happened to Timm backbones?
Before the refactor to vision toolbox, I was using timm_dla34 for example.
For learning purpose
Probably will port weights.
As per title.
Hi @gau-nernst , This toolbox looks very impressive!
There are several derivative versions of darknet in the practical application of object detection, such as the popular yolov5 and yolox, which modify darknet a bit. Do you have any plans to support these versions?
Backbones
Training
Hey,
I've been trying to load the pre-trained weights from this repo into the original YOLOv5 (changing state dict key names, etc.).
However, something does not align in the weights shapes, for example on YOLOv5s:
(left - your implementation with names and sizes, right - original YOLOv5)
The first problem occurs In block 0 - a mismatch in the weights shapes as shown in the image above.
I've checked it on the s,m,l , all of them having the same issue.
Could you please check if there's a bug in your implementation?
Thanks!
hey,dude.I find you are the only one to train imagenet in yolov5.
I wanna to use your pretrained model in yolov5 for object detecting.
But it cann't take it in raw yolov5?
python train.py --data tinyObject.yaml --cfg ./models/yolov5m.yaml --weights darknet_yolov5m-a1eb31bd.pt
error: File "train.py", line 123, in train
csd = ckpt['model'].float().state_dict() # checkpoint state_dict as FP32
KeyError: 'model'
So what can I do to edit backbone net?
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