├── .gitignore ├── README.md ├── ensemble.ipynb ├── images ├── banner.png ├── ensemble_cm.png ├── img_with_aug.png ├── rn101_cam_loss.png ├── rn101_cm.png ├── rn50_cam_loss.png ├── rn50_cm.png ├── rn50_plac_cam.png ├── rn50_plac_part1_cm.png ├── rn50_plac_part2_cm.png ├── se_rn101_cam.png └── se_rn101_cm.png ├── input ├── test.csv └── train.csv ├── resnet50_places_progressive_resizing ├── disc.txt ├── resnet-50-places.ipynb ├── rn50-places-im150-stage1-history.csv ├── rn50-places-stage1-history.csv ├── rn50-places-stage2-history.csv ├── test_pred.csv ├── test_pred_tta.csv ├── test_probs.csv ├── test_probs_tta.csv ├── val_probs.csv └── val_probs_tta.csv ├── resnet_101 ├── disc.txt ├── resnet-101.ipynb ├── rn101-stage-history.csv ├── rn101-stage2-history.csv ├── test_pred.csv ├── test_pred_tta.csv ├── test_probs.csv ├── test_probs_tta.csv ├── val_probs.csv └── val_probs_tta.csv ├── resnet_50_progressive_resizing ├── disc.txt ├── resnet-50.ipynb ├── rn50-im150-stage1-history.csv ├── rn50-stage1-history.csv ├── rn50-stage2-history.csv ├── test_pred.csv ├── test_pred_tta.csv ├── test_probs.csv ├── test_probs_tta.csv ├── val_probs.csv └── val_probs_tta.csv ├── se_resnext101 ├── disc.txt ├── se_resnext101.ipynb ├── se_rnxt101-stage1-history.csv ├── se_rnxt101-stage2-history.csv ├── test_pred.csv ├── test_pred_tta.csv ├── test_probs.csv ├── test_probs_tta.csv ├── val_probs.csv └── val_probs_tta.csv └── sub.csv /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | .~* 3 | resnet_50/ 4 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NishantBhavsar/intel-scene-classification/HEAD/README.md -------------------------------------------------------------------------------- /ensemble.ipynb: 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