├── .gitignore ├── .gitmodules ├── LICENSE ├── LatentSpace-Experiment ├── AE │ └── AE.py └── c-gan │ └── cgan.py ├── Plant_Disease_Detection_Benchmark_models ├── AlexNet │ ├── README.md │ ├── alexnet-scratch.py │ └── alexnet_scratch_log.csv ├── InceptionV3 │ ├── InceptionScratchlog.csv │ ├── Inception_scratch.py │ ├── README.md │ ├── finetune.py │ ├── finetune_Inception log.csv │ └── log.csv ├── Inception_V3 │ ├── README.md │ ├── __init__.py │ ├── baseline_scratch.py │ ├── custom_baseline.py │ └── finetune.py ├── LICENSE ├── Models │ └── README.md ├── README.md ├── ResNet │ ├── README.md │ ├── __init__.py │ ├── custom_baseline.py │ ├── resnet.py │ ├── resnet.pyc │ ├── resnet18_plant.csv │ └── train.py ├── VGG │ ├── VGG scratch log.csv │ ├── VGG_scratch.py │ ├── VGG_scratch_aug_log.csv │ ├── VGG_scratch_log.csv │ ├── __init__.py │ ├── custom_scratch.py │ ├── finetune.py │ ├── log.csv │ └── resnet18_plant.csv ├── __init__.py ├── dataset │ └── createnp.py ├── shared │ ├── __init__.py │ └── utils.py ├── test_train_model.py ├── tests │ ├── __init__.py │ ├── test_ResNet_custom_baseline.py │ ├── test_inceptionv3_baseline_scratch.py │ ├── test_inceptionv3_custom_baseline.py │ ├── test_inceptionv3_finetune.py │ ├── test_shared_utils.py │ ├── test_vgg_custom_scratch.py │ └── test_vgg_finetune.py └── train_model.py ├── Plant_Disease_Detection_gan_experiments ├── .gitignore ├── README.md ├── Vanilla-GAN │ ├── dataset.py │ └── vanilla-gan.py ├── dc-gan-color │ ├── args.py │ ├── data.py │ ├── discrimination.py │ ├── gan.py │ ├── layers.py │ └── nets.py ├── dc-gan │ ├── __init__.py │ ├── dataset.py │ └── dc-gan.py ├── info-wgan │ ├── dataset.py │ ├── info-wgan.py │ ├── save_images.py │ ├── test_log.txt │ └── train_log.txt ├── infoDCGAN │ ├── InfoDCGAN.py │ ├── dataset.py │ ├── main.py │ └── utils.py └── requirements.txt ├── README.md ├── VGG_segnet ├── LoadBatches.py ├── VGGSegnet.py ├── predict.py └── train.py ├── leaf-image-segmentation ├── README.md ├── __init__.py ├── background_marker.py ├── fill_holes.py ├── generate_marker.py ├── histogram.py ├── main.py ├── otsu_binarization.py ├── otsu_segmentation.py ├── review.py ├── segmentation_tests.py ├── test_images │ ├── apple_healthy.JPG │ └── apple_healthy_marked.JPG └── utils.py ├── main.py ├── requirements.txt └── test_main.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/.gitignore -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/.gitmodules -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/LICENSE -------------------------------------------------------------------------------- /LatentSpace-Experiment/AE/AE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/LatentSpace-Experiment/AE/AE.py -------------------------------------------------------------------------------- /LatentSpace-Experiment/c-gan/cgan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/LatentSpace-Experiment/c-gan/cgan.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/AlexNet/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/AlexNet/README.md -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/AlexNet/alexnet-scratch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/AlexNet/alexnet-scratch.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/AlexNet/alexnet_scratch_log.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/AlexNet/alexnet_scratch_log.csv -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/InceptionV3/InceptionScratchlog.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/InceptionV3/InceptionScratchlog.csv -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/InceptionV3/Inception_scratch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/InceptionV3/Inception_scratch.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/InceptionV3/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/InceptionV3/README.md -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/InceptionV3/finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/InceptionV3/finetune.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/InceptionV3/finetune_Inception log.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/InceptionV3/finetune_Inception log.csv -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/InceptionV3/log.csv: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/Inception_V3/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/Inception_V3/README.md -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/Inception_V3/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/Inception_V3/__init__.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/Inception_V3/baseline_scratch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/Inception_V3/baseline_scratch.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/Inception_V3/custom_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/Inception_V3/custom_baseline.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/Inception_V3/finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/Inception_V3/finetune.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/LICENSE -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/Models/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/Models/README.md -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/README.md -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/ResNet/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/ResNet/README.md -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/ResNet/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/ResNet/__init__.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/ResNet/custom_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/ResNet/custom_baseline.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/ResNet/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/ResNet/resnet.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/ResNet/resnet.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/ResNet/resnet.pyc -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/ResNet/resnet18_plant.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/ResNet/resnet18_plant.csv -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/ResNet/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/ResNet/train.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/VGG/VGG scratch log.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/VGG/VGG scratch log.csv -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/VGG/VGG_scratch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/VGG/VGG_scratch.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/VGG/VGG_scratch_aug_log.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/VGG/VGG_scratch_aug_log.csv -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/VGG/VGG_scratch_log.csv: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/VGG/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/VGG/__init__.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/VGG/custom_scratch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/VGG/custom_scratch.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/VGG/finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/VGG/finetune.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/VGG/log.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/VGG/log.csv -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/VGG/resnet18_plant.csv: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/dataset/createnp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/dataset/createnp.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/shared/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/shared/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/shared/utils.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/test_train_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/test_train_model.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/tests/test_ResNet_custom_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/tests/test_ResNet_custom_baseline.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/tests/test_inceptionv3_baseline_scratch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/tests/test_inceptionv3_baseline_scratch.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/tests/test_inceptionv3_custom_baseline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/tests/test_inceptionv3_custom_baseline.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/tests/test_inceptionv3_finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/tests/test_inceptionv3_finetune.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/tests/test_shared_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/tests/test_shared_utils.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/tests/test_vgg_custom_scratch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/tests/test_vgg_custom_scratch.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/tests/test_vgg_finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/tests/test_vgg_finetune.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_Benchmark_models/train_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_Benchmark_models/train_model.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/.gitignore -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/README.md -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/Vanilla-GAN/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/Vanilla-GAN/dataset.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/Vanilla-GAN/vanilla-gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/Vanilla-GAN/vanilla-gan.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/dc-gan-color/args.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/dc-gan-color/args.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/dc-gan-color/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/dc-gan-color/data.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/dc-gan-color/discrimination.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/dc-gan-color/discrimination.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/dc-gan-color/gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/dc-gan-color/gan.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/dc-gan-color/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/dc-gan-color/layers.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/dc-gan-color/nets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/dc-gan-color/nets.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/dc-gan/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/dc-gan/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/dc-gan/dataset.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/dc-gan/dc-gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/dc-gan/dc-gan.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/info-wgan/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/info-wgan/dataset.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/info-wgan/info-wgan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/info-wgan/info-wgan.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/info-wgan/save_images.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/info-wgan/save_images.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/info-wgan/test_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/info-wgan/test_log.txt -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/info-wgan/train_log.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/info-wgan/train_log.txt -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/infoDCGAN/InfoDCGAN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/infoDCGAN/InfoDCGAN.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/infoDCGAN/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/infoDCGAN/dataset.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/infoDCGAN/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/infoDCGAN/main.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/infoDCGAN/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/infoDCGAN/utils.py -------------------------------------------------------------------------------- /Plant_Disease_Detection_gan_experiments/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/Plant_Disease_Detection_gan_experiments/requirements.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/README.md -------------------------------------------------------------------------------- /VGG_segnet/LoadBatches.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/VGG_segnet/LoadBatches.py -------------------------------------------------------------------------------- /VGG_segnet/VGGSegnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/VGG_segnet/VGGSegnet.py -------------------------------------------------------------------------------- /VGG_segnet/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/VGG_segnet/predict.py -------------------------------------------------------------------------------- /VGG_segnet/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/VGG_segnet/train.py -------------------------------------------------------------------------------- /leaf-image-segmentation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/README.md -------------------------------------------------------------------------------- /leaf-image-segmentation/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /leaf-image-segmentation/background_marker.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/background_marker.py -------------------------------------------------------------------------------- /leaf-image-segmentation/fill_holes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/fill_holes.py -------------------------------------------------------------------------------- /leaf-image-segmentation/generate_marker.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/generate_marker.py -------------------------------------------------------------------------------- /leaf-image-segmentation/histogram.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/histogram.py -------------------------------------------------------------------------------- /leaf-image-segmentation/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/main.py -------------------------------------------------------------------------------- /leaf-image-segmentation/otsu_binarization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/otsu_binarization.py -------------------------------------------------------------------------------- /leaf-image-segmentation/otsu_segmentation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/otsu_segmentation.py -------------------------------------------------------------------------------- /leaf-image-segmentation/review.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/review.py -------------------------------------------------------------------------------- /leaf-image-segmentation/segmentation_tests.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/segmentation_tests.py -------------------------------------------------------------------------------- /leaf-image-segmentation/test_images/apple_healthy.JPG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/test_images/apple_healthy.JPG -------------------------------------------------------------------------------- /leaf-image-segmentation/test_images/apple_healthy_marked.JPG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/test_images/apple_healthy_marked.JPG -------------------------------------------------------------------------------- /leaf-image-segmentation/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/leaf-image-segmentation/utils.py -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/main.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/requirements.txt -------------------------------------------------------------------------------- /test_main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/singnet/plant-disease-experiments/HEAD/test_main.py --------------------------------------------------------------------------------