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.ipynb_checkpoints
.ipynb_checkpoints
 
 
Evaluations
Evaluations
 
 
Hypothesis Testing ipynb
Hypothesis Testing ipynb
 
 
__pycache__
__pycache__
 
 
helper
helper
 
 
ipynb Jupyter Notebooks
ipynb Jupyter Notebooks
 
 
models
models
 
 
utils
utils
 
 
.gitignore
.gitignore
 
 
Actual and Inference Result.ipynb
Actual and Inference Result.ipynb
 
 
Confusion Matrix.ipynb
Confusion Matrix.ipynb
 
 
Curves and Metrics.ipynb
Curves and Metrics.ipynb
 
 
Dataset Details.ipynb
Dataset Details.ipynb
 
 
Final_Labels.txt
Final_Labels.txt
 
 
Inference.ipynb
Inference.ipynb
 
 
Inferencing.ipynb
Inferencing.ipynb
 
 
LICENSE
LICENSE
 
 
Model's Parameters.ipynb
Model's Parameters.ipynb
 
 
PR-Curve and mAP Scores.ipynb
PR-Curve and mAP Scores.ipynb
 
 
PR-curve-stat.csv
PR-curve-stat.csv
 
 
Performance Metrics.ipynb
Performance Metrics.ipynb
 
 
README.md
README.md
 
 
YOLOv5-Monument-Detection.json
YOLOv5-Monument-Detection.json
 
 
augmentation.py
augmentation.py
 
 
augmented_dataset.xlsx
augmented_dataset.xlsx
 
 
confusion-matrix-epoch-99.json
confusion-matrix-epoch-99.json
 
 
environment.yml
environment.yml
 
 
missed_label_detector.py
missed_label_detector.py
 
 
monument.yaml
monument.yaml
 
 
monument_512.yaml
monument_512.yaml
 
 
monument_colab.yaml
monument_colab.yaml
 
 
original_dataset.xlsx
original_dataset.xlsx
 
 
predictions.ipynb
predictions.ipynb
 
 
predictor.py
predictor.py
 
 
ssd_loss.py
ssd_loss.py
 
 
temporary.java
temporary.java
 
 
test.py
test.py
 
 
test_augmented_dataset.xlsx
test_augmented_dataset.xlsx
 
 
tfRecords_generator.py
tfRecords_generator.py
 
 
trailokya_mohan.csv
trailokya_mohan.csv
 
 
train_augmented_dataset.xlsx
train_augmented_dataset.xlsx
 
 
trainer.py
trainer.py
 
 
validation_augmented_dataset.xlsx
validation_augmented_dataset.xlsx
 
 

Repository files navigation

A Minor Project

Automatic Monument Detection from Images using Single-Shot Detectors

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YOLO-V5s Model for Online Inference

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