loicmarie / sign-language-alphabet-recognizer

Simple sign language alphabet recognizer using Python, openCV and tensorflow for training Inception model (CNN classifier).
MIT License
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How to install all requirement #1

Closed adiramardiani closed 7 years ago

adiramardiani commented 7 years ago

Hello brother, btw thanks for this source

After I install Python3, I confused to install the requirement

Can you add requirement.txt so we can install with pip3 install -r requirements.txt ?

I don't know what specific version used, for example in requirements.txt contain :

numpy==1.13.0
scikit_learn==0.18.1
scipy==0.19.0

Or you have other way to install the requirement

loicmarie commented 7 years ago

In 298d71a I added requirements.txt and Dockerfile that can be useful. If you have other difficulties please let me know, I will reopen the issue. Thank you for your interest !

adiramardiani commented 7 years ago

Thanks, requirements installed and your application working well 👍

I train your dataset about 16hour :D

I'm very interest about computer vision, but I'm newbe in programmer and all the cv teory I have a question, why the dataset is 3000 image, do you have a formula or something else ? How to create the dataset/image ? because when I run it it's like a cut movement per 1000 images

Thanks, Or maybe I should ask this in an email

loicmarie commented 7 years ago

I'm pleased it works fine now 👍, I'm also learning about computer vision.

I have a script for creating my own dataset using webcam, I will publish it soon. The cut movement is due to the process time of the classifier, which depends on your computer performances and Tensorflow install (takes ~60ms/compute for me). The model used is not the fastest and I will also change it soon.

Currently, I am working on an other project that will be linked to this one (see hands-detection in my personal repos) so I will probably not push any changes on SLR recognizer this week, but do not hesitate to follow this repo to be alerted when it happens.

adiramardiani commented 7 years ago

Oke, Happy to waiting about integrating to other project, thanks brother 👍

mediocre329 commented 4 years ago

can i run this using pycharm? theres an error says that i have a numpy and tensorflow compatability problem. And also can raspberry Pi run this program? because we have a project on SLR that uses raspi