Uzaktan Gözlemlenebilen Akıllı Bitki Yetiştirme Kabini Tasarım Ve Uygulaması Uzaktan Gözlemlenebilen Akıllı Bitki Yetiştirme Kabini Tasarım Ve Uygulaması Danışman TÜBİTAK PROJESİ
İnteraktf Dijital Solunum Oyunu ve Cihazının Geliştrilmesi ve Bronşektazili Çocuklarda Etkinliğinin İncelenmesi The project included the design and development of a spirometer for use with children with breathing difficulty. The system is attached to a computer where the spirometer readings are analyzed and recorded. The recorded readings are analyzed using Machine learning algorithms which diagnose the current breathing abilities of the patient then predict the next level required by the patient. The computer system includes a game which the patient can play; the game uses the patient breathing as an input to motivate the children to complete their breathing exercises. Araştırmacı TÜSEB
Intelligent Multi-object Detection, Identification and Tracking The aim of this work is to be able to track a target via several camera feeds from different predefined locations and sources. In this case, the idea is that a moving target will appear in a different location via visual infrastructure (Camera). Pre-trained models scan the camera feed to detect and identify targets of interest. Once a target is identified, the target information is stored in a temporary dataset containing all the information regarding the target's movement. The temporary dataset will contain data regarding actual targets and associated targets. A pre-trained model will use the dataset to continuously identify and track both the target and the associate target.
Once the targets are identified, their information is passed through to the relevant security agency. There are various methods and libraries available in Python that can assist you in accomplishing this task. One popular approach is to use image similarity algorithms.
Here's a step-by-step guide to get you started:
1. Acquire the target images: Make sure you have the all-N target images that are required for comparison. This can initially be either provided as a local file path to the images or retrieved from an online source.
2. Preprocess the images: Depending on your specific requirements, you may need to preprocess the images before performing a similarity comparison. This can include tasks such as resizing the images to a standard size, converting them to grayscale, or applying any necessary filters.
3. Choose a similarity metric: Determine the type of similarity metric you want to use to compare the images. Some common metrics include mean squared error (MSE), structural similarity index (SSIM), or feature-based methods like SIFT or SURF.
4. Calculate similarity scores: Use the chosen similarity metric to calculate the similarity scores between the target images. Various Python libraries are available for image processing and similarity calculation, such as OpenCV, sci-kit-image, or Pillow.
5. Compare and identify similar targets: Once you have the similarity scores for the target images, you can compare them and identify the most similar pair or rank them based on similarity scores. You can determine if the targets are similar or dissimilar depending on the threshold you set.
It's important to note that the effectiveness of target identification and similarity comparison depends on the specific characteristics of the targets and the chosen similarity metric. It might require experimentation and fine-tuning to achieve accurate results for your specific use case.
Araştırmacı Yükseköğretim Kurumları tarafından destekli bilimsel araştırma projesi
İnteraktif Digital Solunum Oyunu ve Cihazının Geliştirilmesi ve Bronşektazili Çocuklarda Etkinliğinin İncelenmesi Dünya da ilk olarak mobil app üzerinden oynan BT ile haberleşen ve anlık raporlama yapabilen bir oyun tasarladık (en basit haliyle cihaza üfleyerek sörfçüyü dalgalar üzerinde yol aldırmak) özellikle kliniğe gelmek istemeyen çocuk yaşlardaki hastalar için evde oyunlaştırılmış nefes egzersizleriyle iyileşme sağlıyoruz ulusal ve uluslarası patent süreçleri devam ediyor. Araştırmacı TÜSEB
İnteraktif Dijital Solunum Oyunu ve Cihazının Geliştirilmesi ve Bronşektazili Çocuklarda Etkinliğinin İncelenmesi Araştırmacı TÜSEB
