Image_Processing

This repository contains notebook for common image processing operations using OpenCV and other advanced machine learning and computer vision models

Basic image operations on image
Arthimetic operations on image
Code performamnce and improvement in openCV
Image thresholding
Geometric transformation on an image
Smoothing an image
Morphological transformation of image
Image gradient
ImageGradient
CannyEdgeDetection
ImagePyramids

Name		Name	Last commit message	Last commit date
Latest commit History 76 Commits
data_augmentation_pytorch		data_augmentation_pytorch
face_detection		face_detection
face_recognition		face_recognition
01_basicImageOperations.ipynb		01_basicImageOperations.ipynb
02_althimeticOperationsOnImage.ipynb		02_althimeticOperationsOnImage.ipynb
03_codePerformanceAndImprovement.ipynb		03_codePerformanceAndImprovement.ipynb
05_imageThresholding.ipynb		05_imageThresholding.ipynb
06_geometricTransformationOnImage.ipynb		06_geometricTransformationOnImage.ipynb
07_smootingImage.ipynb		07_smootingImage.ipynb
08_morphologicalTranformation.ipynb		08_morphologicalTranformation.ipynb
09_imageGradient.ipynb		09_imageGradient.ipynb
10_cannyEdgeDetection.ipynb		10_cannyEdgeDetection.ipynb
11_imagePyramids.ipynb		11_imagePyramids.ipynb
21_Unet_Semantic_Segmentation.ipynb		21_Unet_Semantic_Segmentation.ipynb
AMMI_Thesis_Experiment_1.ipynb		AMMI_Thesis_Experiment_1.ipynb
CV_01_Neural_Style_Transfer.ipynb		CV_01_Neural_Style_Transfer.ipynb
CV_02_VAE.ipynb		CV_02_VAE.ipynb
CV_03_segmentation.ipynb		CV_03_segmentation.ipynb
CV_05_Cat_dog_Transfer_Learning_PyTorch.ipynb		CV_05_Cat_dog_Transfer_Learning_PyTorch.ipynb
CV_06_Object_tracking_in_videos_with_detectron2.ipynb		CV_06_Object_tracking_in_videos_with_detectron2.ipynb
CV_07_Tracking_objects_in_videos.ipynb		CV_07_Tracking_objects_in_videos.ipynb
CV_09_Detection_and_segmentation.ipynb		CV_09_Detection_and_segmentation.ipynb
CV_10_Detectron2_custom_pascal_voc_dataset.ipynb		CV_10_Detectron2_custom_pascal_voc_dataset.ipynb
CV_11_Image_compression_practice_LAB1.ipynb		CV_11_Image_compression_practice_LAB1.ipynb
CV_11_detectron2_custom_data.ipynb		CV_11_detectron2_custom_data.ipynb
CV_12_Image_compression_answers.ipynb		CV_12_Image_compression_answers.ipynb
CV_13_completion_answers.ipynb		CV_13_completion_answers.ipynb
CV_13_completion_practice_LAB2.ipynb		CV_13_completion_practice_LAB2.ipynb
CV_14_NN_compression_LAB3_answers.ipynb		CV_14_NN_compression_LAB3_answers.ipynb
CV_14_NN_compression_practice_LAB3.ipynb		CV_14_NN_compression_practice_LAB3.ipynb
CV_15_pytorch_model_pruning_tutorial.ipynb		CV_15_pytorch_model_pruning_tutorial.ipynb
CV_16_Objects_Detection_TensorFlow.ipynb		CV_16_Objects_Detection_TensorFlow.ipynb
CV_17detection_AERIAL.ipynb		CV_17detection_AERIAL.ipynb
CV_18_Detecting_Changes_in_Sentinel_1_Imagery_(Part_1).ipynb		CV_18_Detecting_Changes_in_Sentinel_1_Imagery_(Part_1).ipynb
CV_18_Detecting_Changes_in_Sentinel_1_Imagery_(Part_2).ipynb		CV_18_Detecting_Changes_in_Sentinel_1_Imagery_(Part_2).ipynb
CV_19 image_segmentation.ipynb		CV_19 image_segmentation.ipynb
CV_19_CHANGES_DETECTION.ipynb		CV_19_CHANGES_DETECTION.ipynb
CV_20_image_segmentation.ipynb		CV_20_image_segmentation.ipynb
CV_21_Image_Classification.py		CV_21_Image_Classification.py
CV_22 Faces Classification.ipynb		CV_22 Faces Classification.ipynb
LICENSE		LICENSE
Pruning_quantiztion.ipynb		Pruning_quantiztion.ipynb
README.md		README.md
cassava_winning_solution.ipynb		cassava_winning_solution.ipynb
clustering_segmentation.py		clustering_segmentation.py
crop_field_delineation_part1.ipynb		crop_field_delineation_part1.ipynb
cv_09_pruning.ipynb		cv_09_pruning.ipynb
drawBBOX.py		drawBBOX.py
end2end_geospatial_ml_mapping.ipynb		end2end_geospatial_ml_mapping.ipynb
land_use_land_cover_part1.ipynb		land_use_land_cover_part1.ipynb
land_use_land_cover_part2.ipynb		land_use_land_cover_part2.ipynb
lending_club_loans.csv		lending_club_loans.csv
video2images.py		video2images.py

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