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Nanda-Devi-Glacier-Loss Public
Feburary 7,2021 Ecological Disaster (Nanda Devi Glacier, IND: 7,108 m above sea level). Satellite image analysis using the methodology of image segmentation shows that the Glacier cover in Nanda De…
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Kamlang-Forest-Cover-loss Public
This is the satellite image analysis using image processing to understand the loss of green cover of Kamlang Forest
Jupyter Notebook UpdatedAug 12, 2022 -
Doomsday-Glacier-Loss Public
Application of image segmentation and processing to quantify the glacier cover loss using satellite images
Jupyter Notebook UpdatedJul 25, 2022 -
Impact of global warming and broader climate change on Machoi Glacier, which has lost almost 50% of its cover in 4 decades.
image climate image-processing image-recognition satellite-imagery global-warming image-segmentationJupyter Notebook UpdatedMar 15, 2022 -
Application of Image Segmentation algorithms to understand “How sustainable is the pace of Urbanisation & Net land usage?” scoped on two geographical locations.
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Social-Distancing-Detector Public
Computer vision has opened up a lot of opportunities to explore into AI domain that were earlier highly limited. Here is an application of haarcascade classifier and OpenCV to develop a social dist…
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How about adding some info that can quanitfy the stress on a particular navigation route using satellite feed and can help in toll operations & traffic management The current analysis is on the sat…
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ResNet-50 is a convolutional neural network that is 50 layers deep. You can load a pretrained version of the network trained on more than a million images from the ImageNet database [1]. The pretra…
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Classify multiple images in a folder with minimal code using keras API for VGG 19 image classification model.
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This is an application of Keras Sequential model on the Churn Modeling data set. Objective was to develop an end to end model to train the model+ also the steps to preprocess the test data to align…
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Here is the application of Computer vision- Blob Detection methodology to detect and count the Envelope protiens of sample images of Human Coronavirus and mouse hepatitis virus (Image source- https…
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MediaPipe Human Pose estimation to count the number of claps
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Pose-Detection Public
Application of MediaPipe Holistic pipeline that integrates integrates separate models for pose, face and hand components
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Blob-Detection Public
This is an example of application of morphological operations on an image using the concepts of 1) creating an image to Brinary 2) Erosion and Dilution operations to bring out the key features in a…
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Multiperson-Pose-Detection Public
Application of Movenet model to detect multiple persons in a frame using convolutional neural network model