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rexcam's Introduction

ReXCam

This repository contains reseach code associated with the following two papers:

  • Samvit Jain, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Joseph E. Gonzalez. Scaling Video Analytics Systems to Large Camera Deployments. In: Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications (ACM HotMobile), 2019. pdf
  • Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Paramvir Bahl, Joseph E. Gonzalez. Spatula: Efficient Cross-Camera Video Analytics on Large Camera Networks. In: ACM/IEEE Symposium on Edge Computing (ACM/IEEE SEC), 2020. pdf

This project is built on top of a person re-identification framework. Please see that project for up-to-date code and models.

This work was done at Microsoft Research and the University of California, Berkeley.

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rexcam's Issues

pretrained model download not found

Hi,
I try to download some pretrained models, but clicl the download button in your README.md, the url page not found:
The requested URL /~kz303/deep-person-reid/model-zoo/image-models/resnet50m_xent_dukemtmcreid.pth.tar was not found on this server.

so,can you fixed it or provide other urls?

Weights not downloadable

Can you still provide the weights of the trained models? I'm particularly interested in the ResNet50M trained on the market1501 dataset, but the download links doesn't seem to exist any more.

ValueError: need more than 3 values to unpack

==> Start training
Traceback (most recent call last):
File "train_vid_model_xent_htri.py", line 322, in
main()
File "train_vid_model_xent_htri.py", line 173, in main
train(epoch, model, criterion_xent, criterion_htri, optimizer, trainloader, use_gpu)
File "train_vid_model_xent_htri.py", line 211, in train
for batch_idx, (imgs, pids, _) in enumerate(trainloader):
File "/home/lanxipeng/anaconda3/envs/DPR/lib/python2.7/site-packages/torch/utils/data/dataloader.py", line 637, in next
return self._process_next_batch(batch)
File "/home/lanxipeng/anaconda3/envs/DPR/lib/python2.7/site-packages/torch/utils/data/dataloader.py", line 658, in _process_next_batch
raise batch.exc_type(batch.exc_msg)
ValueError: Traceback (most recent call last):
File "/home/lanxipeng/anaconda3/envs/DPR/lib/python2.7/site-packages/torch/utils/data/dataloader.py", line 138, in _worker_loop
samples = collate_fn([dataset[i] for i in batch_indices])
File "/home/lanxipeng/Deep-Person-ReId-master/dataset_loader.py", line 35, in getitem
img_path, pid, camid, fid = self.dataset[index]
ValueError: need more than 3 values to unpack

Thank you for your outstanding work!I met this problem, how to solve it?

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