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carlosgcg00 / TFM Public

Development of an optimal object detection model for satellite images (2560x2560 pixels) for future implementation in resource-limited devices.

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
Datasets		Datasets
YOLO_functions		YOLO_functions
YOLOv8		YOLOv8
models		models
predict		predict
quantization		quantization
radiation		radiation
utils		utils
0_Building_models.ipynb		0_Building_models.ipynb
1_Dataset_AirbusAircraft.ipynb		1_Dataset_AirbusAircraft.ipynb
1_Dataset_PASCAL_WiderFace_YOLO.ipynb		1_Dataset_PASCAL_WiderFace_YOLO.ipynb
2_training_model.ipynb		2_training_model.ipynb
3-predict.ipynb		3-predict.ipynb
4-SimmulatedAnnealing.ipynb		4-SimmulatedAnnealing.ipynb
5-TestingRadiation.ipynb		5-TestingRadiation.ipynb
6-Predict-radiation.ipynb		6-Predict-radiation.ipynb
7-YOLOv8n.ipynb		7-YOLOv8n.ipynb
8-ReliabilityModel.ipynb		8-ReliabilityModel.ipynb
config.py		config.py