├── .gitignore ├── CenterNet with circular center points.ipynb ├── Centernet experiment.ipynb ├── Classification (256x256, all data).ipynb ├── Classification 256x256px.ipynb ├── Classification 512x512px.ipynb ├── Model Interpretation.ipynb ├── NotoSansCJKjp-Regular.otf ├── Predict classes given bounding boxes.ipynb ├── README.md ├── Trying to beat 0.896.ipynb ├── centernet experiment - predict heatmap for whole page.ipynb ├── centernet experiment - using BCE loss.ipynb ├── data ├── sample_submission.csv ├── train.csv ├── train_chars.csv ├── train_chars_256.csv ├── train_chars_512.csv ├── train_fnames.txt ├── unicode_translation.csv └── valid_fnames.txt ├── detection.ipynb ├── f1.py ├── japanese-culture-ai-2019-flyer.svg ├── stable ├── __init__.py ├── center_model.py ├── classifier.py ├── predict.py └── utils.py └── tom_functions ├── dataset.py ├── get_idxs.py ├── losses.py ├── models.py ├── plot.py ├── postprocessing.py ├── preprocessing.py ├── run.py ├── scheduler.py ├── train_valid_split.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/.gitignore -------------------------------------------------------------------------------- /CenterNet with circular center points.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/CenterNet with circular center points.ipynb -------------------------------------------------------------------------------- /Centernet experiment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/Centernet experiment.ipynb -------------------------------------------------------------------------------- /Classification (256x256, all data).ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/Classification (256x256, all data).ipynb -------------------------------------------------------------------------------- /Classification 256x256px.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/Classification 256x256px.ipynb -------------------------------------------------------------------------------- /Classification 512x512px.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/Classification 512x512px.ipynb -------------------------------------------------------------------------------- /Model Interpretation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/Model Interpretation.ipynb -------------------------------------------------------------------------------- /NotoSansCJKjp-Regular.otf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/NotoSansCJKjp-Regular.otf -------------------------------------------------------------------------------- /Predict classes given bounding boxes.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/Predict classes given bounding boxes.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/README.md -------------------------------------------------------------------------------- /Trying to beat 0.896.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/Trying to beat 0.896.ipynb -------------------------------------------------------------------------------- /centernet experiment - predict heatmap for whole page.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/centernet experiment - predict heatmap for whole page.ipynb -------------------------------------------------------------------------------- /centernet experiment - using BCE loss.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/centernet experiment - using BCE loss.ipynb -------------------------------------------------------------------------------- /data/sample_submission.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/data/sample_submission.csv -------------------------------------------------------------------------------- /data/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/data/train.csv -------------------------------------------------------------------------------- /data/train_chars.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/data/train_chars.csv -------------------------------------------------------------------------------- /data/train_chars_256.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/data/train_chars_256.csv -------------------------------------------------------------------------------- /data/train_chars_512.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/data/train_chars_512.csv -------------------------------------------------------------------------------- /data/train_fnames.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/data/train_fnames.txt -------------------------------------------------------------------------------- /data/unicode_translation.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/data/unicode_translation.csv -------------------------------------------------------------------------------- /data/valid_fnames.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/data/valid_fnames.txt -------------------------------------------------------------------------------- /detection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/detection.ipynb -------------------------------------------------------------------------------- /f1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/f1.py -------------------------------------------------------------------------------- /japanese-culture-ai-2019-flyer.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/japanese-culture-ai-2019-flyer.svg -------------------------------------------------------------------------------- /stable/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /stable/center_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/stable/center_model.py -------------------------------------------------------------------------------- /stable/classifier.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /stable/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/stable/predict.py -------------------------------------------------------------------------------- /stable/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/stable/utils.py -------------------------------------------------------------------------------- /tom_functions/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/dataset.py -------------------------------------------------------------------------------- /tom_functions/get_idxs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/get_idxs.py -------------------------------------------------------------------------------- /tom_functions/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/losses.py -------------------------------------------------------------------------------- /tom_functions/models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/models.py -------------------------------------------------------------------------------- /tom_functions/plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/plot.py -------------------------------------------------------------------------------- /tom_functions/postprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/postprocessing.py -------------------------------------------------------------------------------- /tom_functions/preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/preprocessing.py -------------------------------------------------------------------------------- /tom_functions/run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/run.py -------------------------------------------------------------------------------- /tom_functions/scheduler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/scheduler.py -------------------------------------------------------------------------------- /tom_functions/train_valid_split.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/train_valid_split.py -------------------------------------------------------------------------------- /tom_functions/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mv-lab/kuzushiji-recognition/HEAD/tom_functions/utils.py --------------------------------------------------------------------------------