Comments (4)
@abhigoku10
Hi, thanks for your interest in our project.
- The model can be run on CPU as long as the PC has sufficient RAM.
- Definitely. As introduced in our paper, we aim to make the backbone replaceable with different choices. For architectures with FPN (like RetinaNet) we didn't test whether they work similarly as 2D case, but I think it's a very interesting topic.
- We trained our model with 224x224 images.
- Our inference model would work on videos and is able to recognize actions when the performed actions do not diverge too much from the datasets. And our model is based on YOLOv2, which might be not so good at detecting tiny persons, in such cases, the results are kind of unsatisfying.
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@abhigoku10
Hi, thanks for your interest in our project.
- The model can be run on CPU as long as the PC has sufficient RAM.
- Definitely. As introduced in our paper, we aim to make the backbone replaceable with different choices. For architectures with FPN (like RetinaNet) we didn't test whether they work similarly as 2D case, but I think it's a very interesting topic.
- We trained our model with 224x224 images.
- Our inference model would work on videos and is able to recognize actions when the performed actions do not diverge too much from the datasets. And our model is based on YOLOv2, which might be not so good at detecting tiny persons, in such cases, the results are kind of unsatisfying.
Thanks for your projects!
How should I do to test with a video and get the detection results?
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Hi,
thanks for your interest in our project.
You can follow the validation procedure and get predictions of bounding boxes as well as action labels.
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I believe the issue is resolved!
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Related Issues (20)
- Working on dataset other than humans HOT 3
- Can you provide each type of map in ava
- About the envs setup HOT 2
- KeyError: 'exp_avg' HOT 1
- YOWO not using GPUs? HOT 1
- model is None
- how is the yolo.weights trained?
- Training YOWO on a custom dataset HOT 1
- Dropbox links for pre-trained models for J-HMDB, UCF and their annotations give 404 error HOT 1
- The [email protected] results reported in the paper are for validation or test splits of the AVA dataset?
- A stronger YOWO achieved by us. HOT 4
- not find yowo_jhmdb21_32f_best.pth
- plz,how to make and train my own dataset?
- test_video_ava.py error
- ava_detection_val_boxes_and_labels.csv is missing
- ava_classnames.json is missing
- /usr/home/sut path HOT 1
- animal action reconginition
- Training YOWO on a customized dataset HOT 2
- This code lacks any Conda environment or usage instructions.
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