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martinwholtmon
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IT3920-2024-Master-MSIT
Master project for MSIT 2024 - Towards Efficient Human Action Recognition: The Role of Keyframe Selection in Video Processing
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Add deepspeed profiler and update model complexity calculation
#110
martinwholtmon
closed
1 week ago
0
Refactor model layer freezing and unfreezing in cnn_rnn.py
#109
martinwholtmon
closed
2 weeks ago
0
Model/cnn-rnn
#108
martinwholtmon
closed
2 weeks ago
0
changed test aug pipeline to shortsidescale + centercrop
#107
martinwholtmon
closed
2 weeks ago
0
update logging and storing of checkpoints
#106
martinwholtmon
opened
2 weeks ago
0
Feature/flops_counter
#105
martinwholtmon
closed
2 weeks ago
0
refactor: Move GPU monitoring start to on_before_batch_transfer (closes #103)
#104
martinwholtmon
closed
3 weeks ago
0
measure PEAK GPU memory
#103
martinwholtmon
closed
3 weeks ago
0
Add measure_latency option for video processing time
#102
martinwholtmon
closed
3 weeks ago
0
har metrics - Runtime latency on eval
#101
martinwholtmon
closed
3 weeks ago
0
har_project: disable keyframe extraction on test set
#100
martinwholtmon
closed
1 month ago
1
maintain the original order from annotation file while handling keyframes
#99
martinwholtmon
closed
3 weeks ago
0
Refactor save_keyframe_indices function to handle JSON output type
#98
martinwholtmon
closed
1 month ago
0
Feature/save_keyframe_idx
#97
martinwholtmon
closed
1 month ago
0
disable stdout from subprocess
#96
martinwholtmon
closed
1 month ago
0
Add short edge scaling script
#95
martinwholtmon
closed
1 month ago
0
load frames.csv while training to defined the avaiable frames
#94
martinwholtmon
closed
3 weeks ago
0
keyframe_extractor: extract frame number
#93
martinwholtmon
closed
3 weeks ago
0
Update annotation files for SSv2 keyframe dataset. Webm to mp4
#92
martinwholtmon
opened
1 month ago
1
Add command to calculate size of folder
#91
martinwholtmon
opened
1 month ago
2
Fix custom extension when writing frames into a video file
#90
martinwholtmon
closed
1 month ago
0
keyframe_extractor: Bug while processing webm files (FFmpeg)
#89
martinwholtmon
closed
1 month ago
0
(fix) Add support for webm format in get_files function
#88
martinwholtmon
closed
1 month ago
0
Fix error handling in FrameDifference process_worker method
#87
martinwholtmon
closed
1 month ago
0
Model: CNN + RNN
#86
martinwholtmon
closed
2 weeks ago
0
Feature/keyframe-deep_learning
#85
martinwholtmon
closed
3 weeks ago
1
keyframe_extraction: Convert videos from RGB to BGR before saving
#84
martinwholtmon
closed
2 months ago
0
Blue tint on the keyframe datasets
#83
martinwholtmon
closed
2 months ago
0
Add peakutils==1.3.4 to conda_env.yaml
#82
martinwholtmon
closed
2 months ago
0
additional metrics to test test_metrics
#81
martinwholtmon
closed
2 weeks ago
0
add CITATION.cff
#80
martinwholtmon
opened
2 months ago
1
refactor dataset to use abstract class and subclasses for VideoDataset and RawFrameDataset
#79
martinwholtmon
opened
2 months ago
0
Retry loading of videos
#78
martinwholtmon
closed
3 weeks ago
0
Update dev mode flag and disable evaluation during development
#77
martinwholtmon
closed
2 months ago
0
disable repeated augmentation for test set
#76
martinwholtmon
closed
2 months ago
0
PyTorch Lightning Checkpoint callback unique identifier
#75
martinwholtmon
closed
3 weeks ago
0
keyframe extractor
#74
martinwholtmon
opened
2 months ago
0
SLURM system requirements
#73
martinwholtmon
closed
2 months ago
0
X3D error
#72
martinwholtmon
closed
1 month ago
1
disable repeated augmentation for test set
#71
martinwholtmon
closed
2 weeks ago
1
Feature/slurm_scripts
#70
martinwholtmon
closed
2 months ago
0
Refactor argparse help parameter in experiment.py
#69
martinwholtmon
closed
2 months ago
0
Implement repeated augmentation for each video
#68
martinwholtmon
closed
2 months ago
0
MixUp
#67
martinwholtmon
opened
2 months ago
0
setting sync_dist to true on epoch logging
#66
martinwholtmon
closed
2 months ago
0
Add new optimizer and scheduler classes
#65
martinwholtmon
closed
2 months ago
0
Refactor project structure and remove unused files
#64
martinwholtmon
closed
2 months ago
0
Optim factory
#63
martinwholtmon
closed
2 weeks ago
3
Update video loading and transforms
#62
martinwholtmon
closed
2 months ago
0
Apply the padding during collate before batching instead of during the sampling stage
#61
martinwholtmon
closed
2 months ago
0
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