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fixed the dropbox linked
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nasib-ullah authored Nov 8, 2022
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18 changes: 9 additions & 9 deletions README.md
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Expand Up @@ -38,12 +38,12 @@ $ source .env/bin/activate

| Dataset | Feature Type | Inception-v4 | InceptionResNetV2 | ResNet-101 | REsNext-101 |
| :---: | :---: | :---: | :---: | :---: | :---: |
| MSVD | Appearance | [link](https://www.dropbox.com/s/m8llhpvxpzge5jj/MSVD_APPEARANCE_INCEPTIONV4_28.hdf5?dl=0) | [link](https://www.dropbox.com/s/1podxw82gl1pavg/MSVD_APPEARANCE_INCEPTIONRESNETV2_28.hdf5?dl=0) | [link](https://www.dropbox.com/s/34ay6if4j2gfcgz/MSVD_APPEARANCE_RESNET101_28.hdf5?dl=0) | - |
| MSR-VTT | Appearance | [link](https://www.dropbox.com/s/13k4rruu84a42va/MSRVTT_APPEARANCE_INCEPTIONV4_28.hdf5?dl=0) | [link](https://www.dropbox.com/s/j15hkyw4sy59cxp/MSRVTT_APPEARANCE_INCEPTIONRESNETV2_28.hdf5?dl=0) | [link](https://www.dropbox.com/s/yfwjps6cs0y8drm/MSRVTT_APPEARANCE_RESNET101_28.hdf5?dl=0) | - |
| MSVD | Motion | - | - | - | [link](https://www.dropbox.com/s/1m7leypc6xgmb35/MSVD_MOTION_RESNEXT101.hdf5?dl=0) |
| MSR-VTT | Motion | - | - | - | [link](https://www.dropbox.com/s/uxhflfyu7ngimvy/MSRVTT_MOTION_RESNEXT.hdf5?dl=0) |
| MSVD | Object | - | - | [link](https://www.dropbox.com/s/5ro7mjqfs0kgb7r/MSVD_OBJECT_FASTERRCNN_R101FC2_28.hdf5?dl=0) | - |
| MSRVTT | Object | - | - | [link](https://www.dropbox.com/s/xtticyqn5tphgoq/MSRVTT_OBJECT_FASTERRCNN_R101FC2_28.hdf5?dl=0) | - |
| MSVD | Appearance | [link](https://www.dropbox.com/s/mtrb0t1phfjdr9u/MSVD_APPEARANCE_INCEPTIONV4.hdf5?dl=0) | [link](https://www.dropbox.com/s/zy68cormb8xhfw2/MSVD_APPEARANCE_INCEPTIONRESNETV2_28.hdf5?dl=0) | [link](https://www.dropbox.com/s/yd2rua9k0v5iigs/MSVD_APPEARANCE_RESNET101_28.hdf5?dl=0) | - |
| MSR-VTT | Appearance | [link](https://www.dropbox.com/s/8msnmsaoq0739k4/MSRVTT_APPEARANCE_INCEPTIONV4_28.hdf5?dl=0) | [link](https://www.dropbox.com/s/t4pfa2kwe42jay8/MSRVTT_APPEARANCE_INCEPTIONRESNETV2_28.hdf5?dl=0) | [link](https://www.dropbox.com/s/x3tb68q6xa6qi28/MSRVTT_APPEARANCE_RESNET101_28.hdf5?dl=0) | - |
| MSVD | Motion | - | - | - | [link](https://www.dropbox.com/s/8rril55dj06oxmx/MSVD_MOTION_RESNEXT101.hdf5?dl=0) |
| MSR-VTT | Motion | - | - | - | [link](https://www.dropbox.com/s/8mf9jzsfopekogr/MSRVTT_MOTION_RESNEXT.hdf5?dl=0) |
| MSVD | Object | - | - | [link](https://www.dropbox.com/s/5xlefcuoh3j2fq4/MSVD_OBJECT_FASTERRCNN_R101FC2_28.hdf5?dl=0) | - |
| MSRVTT | Object | - | - | [link](https://www.dropbox.com/s/5ace1fve3yusqox/MSRVTT_OBJECT_FASTERRCNN_R101FC2_28.hdf5?dl=0) | - |

You can change hyperparameters by modifying `config.py`.

Expand All @@ -68,12 +68,12 @@ Follow the demo given in `video_captioning.ipynb`.
*MSVD
| Model | Pretrained model | BLEU4 | METEOR | ROUGE_L | CIDER | Pretrained |
| :---: | :---: | :---: | :---: | :---: | :---: | :---: |
| Mean Pooling | Inceptionv4 | 42.4 | 31.6 | 68.3 | 71.8 | [link](https://www.dropbox.com/s/y4d6qe0azjzfdaj/mp_lstm_msvd.pt?dl=0) |
| SA-LSTM | InceptionvResNetV2 | 45.5 | 32.5 | 69.0 | 78.0 | [link](https://www.dropbox.com/s/cx2hnbmfkvjs6bk/sa_lstm_msvd.pt?dl=0) |
| Mean Pooling | Inceptionv4 | 42.4 | 31.6 | 68.3 | 71.8 | [link](https://www.dropbox.com/s/4rf0zw2csjg1rxs/mp_lstm_msvd.pt?dl=0) |
| SA-LSTM | InceptionvResNetV2 | 45.5 | 32.5 | 69.0 | 78.0 | [link](https://www.dropbox.com/s/yoaegk4hglyg79l/sa_lstm_msvd.pt?dl=0) |
| S2VT | Inceptionv4 | - | - | - | - | - |
| RecNet (global ) | Inceptionv4 | - | - | - | - | - |
| RecNet (local) | Inceptionv4 | -| - | - | - | - |
| MARN | Inceptionv4, REsNext-101 | 48.5 | 34.4 | 71.4 | 86.4 | [link](https://www.dropbox.com/s/ip68i0akks0slvc/marn_msvd.pt?dl=0) |
| MARN | Inceptionv4, REsNext-101 | 48.5 | 34.4 | 71.4 | 86.4 | [link](https://www.dropbox.com/s/9ryeg03bd8mtm8s/marn_msvd.pt?dl=0) |
|ORG-TRL| InceptionResNetV2, REsNext-101 | - | - | - | - |

*MSRVTT
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