├── .gitattributes ├── CITATION.cff ├── LICENSE ├── README.md ├── models └── efficientnet-b0_imgsz128.onnx ├── notebooks ├── YOLOv5_classification_training.ipynb ├── YOLOv5_detection_training.ipynb ├── YOLOv6_detection_training.ipynb ├── YOLOv7_detection_training.ipynb └── YOLOv8_detection_training.ipynb ├── process_images.py ├── process_metadata.py └── requirements.txt /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/.gitattributes -------------------------------------------------------------------------------- /CITATION.cff: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/CITATION.cff -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/README.md -------------------------------------------------------------------------------- /models/efficientnet-b0_imgsz128.onnx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/models/efficientnet-b0_imgsz128.onnx -------------------------------------------------------------------------------- /notebooks/YOLOv5_classification_training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/notebooks/YOLOv5_classification_training.ipynb -------------------------------------------------------------------------------- /notebooks/YOLOv5_detection_training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/notebooks/YOLOv5_detection_training.ipynb -------------------------------------------------------------------------------- /notebooks/YOLOv6_detection_training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/notebooks/YOLOv6_detection_training.ipynb -------------------------------------------------------------------------------- /notebooks/YOLOv7_detection_training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/notebooks/YOLOv7_detection_training.ipynb -------------------------------------------------------------------------------- /notebooks/YOLOv8_detection_training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/notebooks/YOLOv8_detection_training.ipynb -------------------------------------------------------------------------------- /process_images.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/process_images.py -------------------------------------------------------------------------------- /process_metadata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/process_metadata.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/maxsitt/insect-detect-ml/HEAD/requirements.txt --------------------------------------------------------------------------------