#Python – Can’t install TensorFlow on Anaconda, maybe is the Visual Studio distribution

Hi! This is the 2nd time I get a weird error when I install TensorFlow in my Anaconda distribution. And this is the 2nd time I realize that I’m using the Anaconda version that is preinstalled with Visual Studio. I’m not sure if the spaces in the path affects the creation of environments or it’s…… Continue reading #Python – Can’t install TensorFlow on Anaconda, maybe is the Visual Studio distribution

#Python – Let’s use a #FaceRecognition demo app for a performance comparison between #RaspberryPi3 and #RaspberryPi4

Hi! I started to do some tests with the new Raspberry Pi 4 and the results are amazing. I’m not a performance expert, so I decided to pick up some of the demos / apps I’ve creating for the Raspberry Pi and run them in both models: Raspberry Pi 3 B+ and Raspberry Pi 4.…… Continue reading #Python – Let’s use a #FaceRecognition demo app for a performance comparison between #RaspberryPi3 and #RaspberryPi4

#Python – Detecting #Hololens in realtime in webcam feed using #ImageAI and #OpenCV with performance improvements

Hi! In my previous post I created a sample on how to use ImageAI and OpenCV to detect Hololens from a webcam frame (see references). I added some code to the last sample, and I found that the performance was not very good. With the previous sample code, I couldn’t process more than 1 frame…… Continue reading #Python – Detecting #Hololens in realtime in webcam feed using #ImageAI and #OpenCV with performance improvements

#Python –Detecting #Hololens in realtime in webcam feed using #ImageAI and #OpenCV (thanks to @OlafenwaMoses)

Hi! Let’s start with a very quick intro: During the past months, I’ve been playing around with several Image Analysis tools. And ImageAI (see references) is one that deserves a full series of posts. Please take a look at the product and the source code in GitHub, and also please thank the one behind this:…… Continue reading #Python –Detecting #Hololens in realtime in webcam feed using #ImageAI and #OpenCV (thanks to @OlafenwaMoses)

#RaspberryPi – Running a #python script in a Python Virtual Environment on reboot / startup

Hi! Adrian Rosebrock is a very smart person who has tons of great resources about Computer Vision in PyImageSearch.com. Most of them are with Python, and he also have some of them focused on how to perform CV using OpenCV in a Raspberry Pi. In the post [Running a Python + OpenCV script on reboot,…… Continue reading #RaspberryPi – Running a #python script in a Python Virtual Environment on reboot / startup

#Python – How to create a Virtual Environment in #Windows10 (Easy one, and brain backup!)

Hi! Quick post today, and mostly a reminder on how to create a Virtual Environment in Python in Windows 10. I’ve been doing this mostly in my Mac and my Raspberry Pi, and I always forget how to do this on Windows, so … I’ll write this post to have this Install Python3. Download the…… Continue reading #Python – How to create a Virtual Environment in #Windows10 (Easy one, and brain backup!)

#VSCode – Let’s do some #FaceRecognition with 20 lines in #Python (6/N)

Hi! In my last post I share some lines of code which allowed me to run some of the face recognition demos 6 times faster. I added a Frames per Second (FPS) feature in my samples. Later, thinking about performance, I realize that I don’t need to work with a full HD picture (1920 x…… Continue reading #VSCode – Let’s do some #FaceRecognition with 20 lines in #Python (6/N)

#VSCode – Let’s do some #FaceRecognition with 20 lines in #Python (5/N)

Hi! And after yesterday’s post I realize that the code is working, but there is room for performance improvement. So, I went back to my 1st sample, the one for face detection and I added some code to get some times for Frames per Second (FPS). In my initial code, the app was working processing…… Continue reading #VSCode – Let’s do some #FaceRecognition with 20 lines in #Python (5/N)

#VSCode – Let’s do some #FaceRecognition with 20 lines in #Python (4/N)

Hi! Quick post today. I’ll pickup yesterday demo, showing the facial features and adding Face Recognition on top of that. In other words, we’ll move from this To this With a couple of extra lines for face recognition https://gist.github.com/elbruno/84cb0abcacae3370c5c53cb2fab2f077 There is some room for performance improvement, so I’ll focus on this in next posts. The…… Continue reading #VSCode – Let’s do some #FaceRecognition with 20 lines in #Python (4/N)

#VSCode – Let’s do some #FaceRecognition with 20 lines in #Python (3/N)

Hi! In my previous posts I explained how to detect faces and perform face recognition in python. Today I’ll explore another feature in the face_recognition package: Find Facial Features. The live camera output will be something like this: Note: Special thanks to my daughter who is always OK to help me with this. The main…… Continue reading #VSCode – Let’s do some #FaceRecognition with 20 lines in #Python (3/N)