在这个全面的实践课程中,您将掌握两个强大的实时AI系统:使用MediaPipe和OpenCV的手持手势识别和使用EfficientNet B0和TensorFlow的交通标志检测。无论您是在构建手势控制应用程序还是智能交通工具,本课程都将为您提供将AI带入日常应用的技能。你将学到什么-手手势识别:设置你的Python环境,并为手势识别任务安装OpenCV和Media...
✋ Hand Sign Detection – OpenCV & Python A real-time Hand Sign Detection System using OpenCV and Python. This project detects and recognizes hand gestures, enabling applications like sign language recognition and gesture-based control. - GitHub - Big
In the training process, we have used TensorFlow object detection API to train our model. After training the model, we have detected the sign language or hand gestures in real time; with the help of OpenCV-python, we access the webcam and load the configs and trained model, so that we ...
Detection of road signs for 15 different types using fine-tuned yolov11 Topics computer-vision python3 opencv-python traffic-sign-detection ultralytics yolov11 Resources Readme Activity Stars 6 stars Watchers 1 watching Forks 1 fork Report repository Releases No releases published Packa...
In the training process, we have used TensorFlow object detection API to train our model. After training the model, we have detected the sign language or hand gestures in real time; with the help of OpenCV-python, we access the webcam and load the configs and trained model, so that we ...
opencv-python==4.5.5.64 openslide-python==1.3.0 pandas==1.4.2 Pillow==10.0.0 scikit-image==0.21.0 scikit-learn==1.2.2 scikit-survival==0.21.0 scipy==1.8.0 tensorboardX==2.6.1 tensorboard==2.8.0 --->--->--->--->--->---> ...
使用OpenCV、MediaPipe、TensorFlow设置Python以进行实时手势和符号识别。 探索用于控制系统、虚拟界面和智能交通的手势和交通标志检测。 使用MediaPipe实时检测手势,使用EfficientNet B0实时分类手势。 识别手势,如竖起大拇指、胜利、拳头,并使用ML和地标对交通标志进行分类。
One of the key elements is the recognition of traffic signs. The paper presents a solution in which a small scale demonstrator car is able to recognize the stop signs met on the road using Python libraries like OpenCV and NumPy in order to perform colors operations....
Traffic signs detection and classification in real time pythonopencvmachine-learningimage-processingtraffic-signstraffic-sign-classificationtraffic-sign-recognition UpdatedSep 9, 2023 Python Star126 capsule networks that achieves outstanding performance on the German traffic sign dataset ...
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...