computer vision

This is the repo used to build the documentation about Sara Computer Vision Libraries (https://gitlab.com/oddkiva/sara)

The repository with supplementary code, data and an R package for article "Fast automatic deforestation detectors and their extensions for other spatial objects".

Image, Deep Learning, Ecology : please visit https://ecostat.gitlab.io/imaginecology/

A curated list of deep learning resources for computer vision in the context of ecology

This repository contains all my work related to the study of effectiveness of wavelet feature extraction on: Pose estimation Human segmentation Object detection Image Processing

Bioinformatics - Segmentation of biofilm images using OpenCV library.

Cpp console application to segment an image using computer vision techniques. I used many features in OpenCV library like -connectedComponentsWithStats to create the desired mask and -createTrackbar to adjust the parameters

Prediction of age from X-Ray images of hand bones using deep learning models. We used 3 models: Shallow, ResNet50, and InceptionV4. The best result achieved was with a mean absolute error of 10 months using InceptionV4. The preprocessing of data included computer vision techniques like CLAHE filter and reducing channels, and also creativities such as using the Google MediaPipe library to detect hands and crop on them.

Federated learning project. Using python , pytorch , Flower , Mlflow , Docker Create architecture to create , deploy model with Flower( binary classification) .

This project develops video analytics towards anomaly detection on edge for smart cities under low light conditions: https://iotgarage.net/projects/VideoAnalyticstowardsAnomalyDetectionontheEdge.html

Playing around with OpenCV

Private git for rendering ".ipynb" notebook files...

An application to support autistic children in emotion recognition.

dead by daylight skillcheck parameters analyzing software

Learn the name and definitions of objects using camera

✭ MAGNETRON ™ ✭: for making an IMAGINATION PROXIA/IMAGINATION PROXIA (A1). Instant neural graphics primitives: lightning fast NeRF (Neural Radiance Fields) and more...

✭ MAGNETRON ™ ✭: 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch