Comments (1)
Hi, some important envs are:
- pytorch=1.4.0=py3.7_cuda10.0.130_cudnn7.6.3_0
- torchvision==0.5.0a0+681c6c1
- msgpack==0.6.2
- py-opencv=3.4.2=py37hb342d67_1
- opencv=3.4.2=py37h6fd60c2_1
- libopencv=3.4.2=hb342d67_1
- pillow==6.1.0
Full list is here: https://github.com/TengdaHan/CoCLR/blob/main/environment_pt14.yml
For Kinetics,
"Do we need to compute optical flow separately" -- Yes. I used the code here: https://github.com/TengdaHan/MemDPC/blob/master/process_data/src/extract_ff.py to extract TVL1 optical flow.
"then create lmdb files for both RGB and flow" -- This is not necessary. As long as you can load the image data and feed it to the model (but you need to write your own dataloader). The lmdb package is nothing special, it just zips small files together.
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Related Issues (20)
- 2-Stream evaluation on UCF101 HOT 1
- Possible to share S3D model trained on UCF101 -RGB only end to end fine tuned (reported accuracy 81.4) HOT 1
- Making Kinetics-400 RGB lmdb dataset. HOT 2
- Command for Linear Probe and Finetuning HOT 1
- How to generate corresponding 'video_source.json'? HOT 1
- AttributeError: 'str' object has no attribute 'decode' HOT 2
- lmdb_dataset.py txn.get(self.get_video_id[name].encode('ascii'))) HOT 6
- Issue about DistributedDataParallel(DDP) HOT 3
- Reproducing CoCLR RGB Results??? HOT 1
- fusing two-stream predictions HOT 1
- Question about the code in eval/main_classifier.py HOT 2
- question about ten crop
- Can we design a downstream task for action detection? HOT 5
- Two-stream feature
- TypeError: order must be str, not int HOT 2
- main_classifier.py: error: unrecognized arguments: --final_bn
- I can't download the pretrained model HOT 1
- A question about convert_video_to_lmdb.py HOT 2
- Download Link of Checkpoint HOT 2
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