1. REU Week 7: Real-Time Video Anomaly Detection
Project Leader: Praveen Tirupattur
Urvi Gianchandani

3. Anomalous Clip MIL Ranking Loss Normal Clip Video Clip Positive Bag
Feature Extraction
Classification Network
MIL Ranking Loss
Normal Clip
Anomaly score
Negative Bag
I3D
Feature Extraction
Video
Clip
Negative Bag

4. Learning rate:
0.001
0.0001
Optimizer: Adam
Batch size: 2

5. Learning rate:
0.001
0.0001
Optimizer: SGD
Batch size: 2

6. Optimizer: Adam Learning rate: 0.0001 Batch Normalization Batch size:3 4
Optimizer: Adam
Learning rate:
Batch Normalization

7. Optimizer: Adam Learning rate: 0.0001 Batch size:: 2 (no BatchNorm) 34
Optimizer: Adam
Learning rate:

8. References

9. Thank you!