inference (enhanced)

RoboFlow in France is a supportive library for computer vision projects. It offers object detection, classification, and segmentation models. It provides easy deployment and training. The video explains how to start using RoboFlow in France, import datasets, and implement the library. It also covers how to export APIs, test models, and work with webcams and images. The video demonstrates the process step-by-step. views accessing views ready to take computer vision your project to the next level robo flow interference and in the game changer you have waiting for not it's very supportive library for the object detection classification intense segmentation and also even expecting foundation models like a spell IP and same and also robo flow in France in power you bring to your region to life okay so customs are community you have creating your own master pieces are keeping me into the electivity the young of the community close and choosing your 15,000 plus turning models to super change you and project okay it's easy easy deployment going to that these days complex complex steps and robo flow in France and France make deployment a prison ensure that you models up and running the minimal effect okay it's very easy you know learn to train and apply in this video you will cover these points and ready to evolution your computer vision journey driving to the future with robo flow in France okay so let's bring on how to start in this video we will implement that and you can see that robo flow guide and we are going to exploring robo flow in France framework so let's bring on how to implement how to cover that this video will be step-by-step and how to importing you 5000 plus data sets it's easy and very unique way to implement in your system you make user window user and even you Linux Mint user if sam is term just focus on the my video and panel you will be covered all things I will show you the desert again you can see that my nose and there is a first of all you can see that I am running in the Python and their py.py in this screen them do not worry you can see the and the helmet in basket and I'll Mac will be easy to it's very simple and that's it our fama so first of all you can see that and you're going to the officially robo flow it have become in France okay so it's really first of all if you have the CPU user you are the CPUs and first of all you can see that you are CPU user you just follow the my commands okay I'm just probably from here test and I mentioned it I am CPU okay so I'm already installed this part and you will just follow the command pip install in France a fun CPU okay and then you go to the export that this command first of all you can go to vertices sign it I'm already signed and you create the and you sign in and you easily drag a lot of food it doesn't it's very just like you can say well you just copy and I am export that and copy this come on best and copy my private key best okay my private key will be import now successfully okay you can see it depend on you or import that in France library we have cat I will show you but you need to this this is that data here okay and this this link is already given in the GitHub site whoa you can see a rock-paper-scissors which in project okay so I am just to call the this API how to export in API in your port it's a very big challenge it's not big deal but just you focus on the my video and the word that is your best you can see the one to the data set we which depend on you what you want to choice 11,000 and 13 minutes available total and pain test and well did so we need this model okay just focus on my commands you know in yellow show the court we need this you know you also get that from here us it's him I'm just open my terminal I'm used to open my subline you open my test folder so I'm going to the this file okay and put here okay so now need to focus on the this part it's a very important what which version you will reuse you can see we use the third version okay slash there is okay I am already in the same directory I will show you how to go to the directory and this will go home is not like because I am closer terminal export now need to export the API key again then we will test it easy so CD the store should be testing they're the same files and I'm going yes okay I'm export again my private key okay so now need to it's our tested okay we need to now no need to we need to webcam you can see that we mentioned the webcam now we need to test it on the screen and we need to verify design we open a some images in front of you you can see the library here okay if I go if I go if I okay so we get we are getting the n1 error and you can see to who cannot provide the permission okay so I am going to again and private key here some Sam come on and setting copy this year so we will run it so it's very easy import the in France library and you can see that it's again you can see we cannot form the request take the provider data set version correctly okay so yeah Sam it are in the nursery so I'm copy this in this data set okay it's and it's not the big deal on but I am showing it to you again here my employees was in 11 was in to you we're testing month and learn first of all it's working or not when it's working we will test it again so I hope so it's working now so you can see it's showing the display but it's cannot be webcam open interface ensure so we need to ensure code first of all here change the code we just copy and paste and what kind of information we need to in this hall we need to information this code and the classes I will show you you can see my yeah in front of you I am open the lows here you can see with height and last name row okay so it's going to work now you can see the scissor go okay so no need to close it now we are going to the first section you can see we are which is any data some very easy just follow the my video and put the commands and compare the any type of result very less expression so we are going to the data set here I think 89 is too much very down data set we need to at least person diction no person diction yeah now it's 89 up to a one data set up a no problem here data set okay so I'm change the name and you can see version v1 but yeah one now you in the excess this data set and this library just focus on the library supervision computer vision see me too and that's library so we call the first section over time I need to test it I'm also waiting for it and print up you I'm not tested so I hope so it's working now so we are going to test it on the CPU model so do not worry about that just focus on the video if you have the GPUs and we just installed it install in from library so you just in important inference library and then you get the result don't help so it's working fine let me check it out we are waiting for it so you can see it's not running very well let me check it on the second well I'm changing it again and they're in front of you and test it again I hope so it's working now and in front of you for the same times Japan on my internet if you have the high-speed internet you do not worry about this process it's very depend on the internet side okay so don't worry we cover this video and so when we are getting some the words in front of you many big rectangle and it will be printing does some videos okay and I am many myself so it's demo it's not big thing you can use the usual data set I am already one data set will be mentioned in this video this one okay so you can see you need to mention a easy man Excel in your way data set I am this one data set will be video from here and 12,000 three data sets available and the raising the one and number two number one number key pressure and I am going to a pole and here copy and passion okay and the slash number two so this is not now need to dog perhaps will be the deck in sorry webcam will reopen now need to open video file there are one video this one second video okay demo 2 so we are open night demo 2 so you you can see the we are getting one there in front of you so this data set not will be here to access but why you're here comma I need a planet again one time again we will run it and hopefully it's working now so now it's working you can see though it's creating written on boxes and here then every we are in being man this code next volume from our side I will change it you know classes name it will be in you just you can send numbering level okay so we are creating it and we will obtain this is going to be shown you will learn in this video how to access this library in France okay you will easily access in France library