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Computer Vision Algorithms and Projects

This repository deals with algorithms, techniques and projects that are learnt and implemented using PyImageSearch Blog.

However the codes are modified for different applications and also the image processing steps used are different from original blog

The computer vision applications illustrated are towards medical applications such as chest x-ray, brain tumor, skin cancer, pneumonia, malaria diseases, Parkinson's

01-07 Feb 2021 week (General)

-# Project Name Tools, Framework Proposed Date Completion Date
1 Detecting low contrast images/videos OpenCV, scikit-image
2 Image Enhancement (Histogram Equalization, CLAHE, HEF, UM) OpenCV, NumPy, SciPy Partial Complete
3 Siamese networks Keras, TensorFlow, and Deep Learning
4 Detecting Parkinson’s Disease OpenCV, Computer Vision, and Spiral/Wave Test
5 Image alignment and registration OpenCV

08-21 Feb 2021 week (Deep Learning Architectures)

-# Project Name Tools, Framework Proposed Date Completion Date
6 Fine-tuning ResNet with Keras, TensorFlow, and Deep Learning Keras, ResNet50
7 ImageNet: VGGNet, ResNet, Inception, and Xception with Keras OpenCV, Keras,ResNet50, VGG16, VGG19, InceptionV3, Xception
8 [OCR: Handwriting recognition with OpenCV, Keras, and TensorFlow] Keras, RestNet50
9 [Deep Learning and Medical Image Analysis with Keras] Keras, ResNet50