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Luis Carlos Cepeda Giraldo's Projects

arm-mobilenet-ssd icon arm-mobilenet-ssd

A microservice for Raspberry PI running a MobileNet SSD v2 neural network to detect object in pictures

arm-tiny-yolo icon arm-tiny-yolo

A microservice for Raspberry PI running a Tiny Yolo v3 neural network to detect object in pictures

cloud-scripts icon cloud-scripts

Configuration scripts for cloud instances with GPUs to make possible usage of OpenGL GUI applications in TurboVNC using VirtualGL.

concurrent-camera-reader icon concurrent-camera-reader

The code repo for Youtube tutorial series about using Python asyncio with OpenCV to grab frames from video cameras concurrently

coral-streaming-object-detector icon coral-streaming-object-detector

This example will help you deploy a streaming camera feed with realtime people detection using the Coral Edge TPU for on-device ML inferencing.

deep-surveillance-monitor-facial-emotion-age-gender-recognition-system icon deep-surveillance-monitor-facial-emotion-age-gender-recognition-system

Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion, age and gender of people in any given image, video or real time webcam

dht11_python icon dht11_python

Pure Python library for reading DHT11 sensor on Raspberry Pi

diy-thermocam icon diy-thermocam

The DIY-Thermocam is a do-it-yourself infrared camera, based on the popular FLIR Lepton long-wave infrared sensor and the Arduino compatible Teensy 4.1 microcontroller.

docker_ci icon docker_ci

The framework to generate a Dockerfile, build, test, and deploy a docker image with OpenVINO™ toolkit.

edge_tpu icon edge_tpu

TensorFlow Lite, Coral Edge TPU samples (Python/C++, Raspberry Pi/Windows/Linux).

examples-camera icon examples-camera

Small code snippets that show how to stream camera images to a Coral device.

face-mask-detection icon face-mask-detection

In this, I am attaching my code for building a CNN model to detect if a person is wearing face mask or not using the webcam of their PC.

face-mask-detector icon face-mask-detector

Proper Mask Wearing Detection and Alarm System based on Deep Learning and trained using Tensorflow/Keras.

face-mask-type-detector icon face-mask-type-detector

Detecting whether a person is wearing a face mask and what type of mask they are wearing with TensorFlow and Raspberry Pi

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