In the field of computer vision and image processing, hand detection is a fundamental task. The ability to accurately detect and track human hands in real-time has numerous applications, such as gesture recognition, virtual reality, augmented reality, and sign language translation. Python HandDetecto...
In this illustration analysis, it is possible to observe several instances where the orientation of the hand relative to the devices could impact the hand pose detection when using an isolated device. When the hand was directly faced toward the horizontal device, the vertical device often struggled...
Sounds like this model can already cover steps (1) and (2) of our detection process and extract the raw data we need. Awesome! Let’s install it: Install HandPose First, we need to install the model itself: npm i --save @tensorflow-models/handpose Next, we install its TensorFlow...
Easy Hand Sign Detection American Sign Language ASL Computer Vision 36 -- 2:40:56 App Build and Deploy a Full Stack Video-Sharing Social Media Application (part two) 5873 45 11:19:21 App 草履虫都能学会!OpenCV+YOLO实时目标检测,华理博士手把手带研究生做毕业!(深度学习|计算机视觉|YOLO|OpenCV)...
However, for the deaf and hard-of-hearing community, access to these video conferences is a challenge, since some platforms might not have a real-time computer vision-based sign interpreter. In this case, an accessibility software using our dataglove and proposed AI-based gesture detection ...
MediaPipe and Python for Computer Vision in this course. The course shows you how to create two computer vision projects. The first involves an Object Detection model. The second is a Hand Pose Estimation.MediaPipe Objectron is a mobile real-time 3D object detection solution for everyday objects...
Hand Sign Recognition with TensorFlow Object Detection and Python This project demonstrates real-time sign language detection using TensorFlow Object Detection and Python. This project uses transfer learning to train the model with few labeled images. It utilizes the labelimg library to label hand sign...
Python Star3 The dataset contains 20 photos per character (A-Z), totaling 520 photos, captured with a smartphone and processed using Python OpenCV. datasethandsignbisindoindonesian-sign-language UpdatedMar 5, 2025 Real-time Hand Sign detection using TensorFlow Object Detection API ...
Updated Oct 20, 2024 Python ben-tiki / naruto-handsign-recognition Star 1 Code Issues Pull requests This project uses Google's Teachable Machine for real-time identification of hand gestures from the popular anime "Naruto". computer-vision deep-learning object-detection naruto hand-detection ...
Python 3.x OpenCV PyTorch Ultralytics YOLO (for ONNX model support) Clone the repository: git clone https://github.com/alihassanml/Yolo11-sign-language-detection.gitcdYolo11-sign-language-detection pip install -r requirements.txt Ensure thatbest.onnx(the trained model) is in the project dir...