maskr-cnn

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Person Retrieval in Video Surveillance using Semantic Description

Multi-cow tracking, identification, instant ID learning/unlearning system. Operates on videos or images. Datasets, model weights, and other tools are included. <cattle-recognition, cattle-tracking>

Learn how to change background efficiently and easily by just using 3-4 lines of code using Python's Pixellib library that uses Deeplab's pre-trained Deep Learning model.

Implementation of our IEEE AVSS 2018 paper "Person Retrieval in Surveillance Video using Height, Color, and Gender".

Training a model for Instance segmentation and object detection with MaskRCNN with TensorFlow on a custom selected dataset from the open image.

Animation of the 3D Ken Burns effect for still images based on stereo image input

The project is about fence inspection for breach detection using drones autonomously

A PyTorch implementation of AffordanceNet

Autonomous Vehicles: Implementation of various computer vision techniques for autonomous vehicles.

A deep learning project utilizing Mask R-CNN for building instance segmentation, openings detection, and building type classification.

Tesla-inspired monocular perception and 3D autonomous-driving visualization pipeline using depth, detection, optical flow, pose, and Blender rendering.

Deep learning final project, combining Mask R-CNN into Cycle-GAN to achieve better accuracy in style transfer.

This project demonstrates image segmentation using the Mask R-CNN model.

using deep learning and opencv for car palte location

Final assignemt for the AI-class by Konstantin Müller. Tree crown instance segmenation using a Mask R-CNN and BAMforest.

Deep-learning pipeline for shadow-casting object segmentation in aerial images of urban landscape. This repository combines U-Net, YOLO, and Mask R-CNN to handle both object detection, pixel-level instance and semantic segmentation, featuring automated YOLO dataset processing and advanced GPU memory management.

Build an algorithm that automatically detects potential pneumonia cases

Object Detection implementation with Mask R-CNN architecture.