GSNCodes/Advanced-Computer-Vision-with-TensorFlow-Coursera

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Created almost 4 years ago
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GSNCodes/Advanced-Computer-Vision-with-TensorFlow-Coursera

GSNCodes

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This is a collection of my solution to the course "Advanced Computer Vision with TensorFlow" offered by Deeplearning.ai through Coursera.

ArUCo-Markers-Pose-Estimation-Generation-Python

Estimating pose using ArUCo Markers

Getting-started-with-TensorFlow-2-Coursera

Jupyter Notebook

Customising-your-models-with-TensorFlow-2-Coursera

Jupyter Notebook

YOLOv3_Object_Detection_OpenCV

Detecting objects in images and videos using YOLOv3

Image-Classification-Streamlit-TensorFlow

A basic web-app for image classification using Streamlit and Tensorflow

Instance_Segmentation_Mask_RCNN

To perform instance segmentation using Mask R-CNN and Python

Image_Overlaying_Using_Perspective_Transform

Using the concept of Perspective Transform to overlay one image onto another with OpenCV-Python

Video-Classification-Using-DeepLearning-TensorFlow

Using a traditional CNN to classify videos by utilizing the moving average technique

Emotion-Detection-FER2013

Facial Expression Recognition on FER2013 Dataset using Convolutional Neural Networks.

Jupyter Notebook

Contrastive-Learning-For-PointClouds-Using-PyTorch-Geometric

Contrastive Representation Learning for Point Clouds using EdgeConv.

Diagnosing_Pneumonia_PyTorch

Using PyTorch and CNNs to classify x-ray images that show traits of Pneumonia.

Jupyter Notebook

Neural_Style_Transfer

Implementing NST using TensorFlow and PyTorch

Jupyter Notebook

Diffusion-Models-PyTorch

Implementing DDPM - Denoising Diffusion Probabilistic Models from scratch using PyTorch.