Saturday, March 17, 2018

ONNX : a combined team work initiative for ai developers to hover around framework easily

Human being's support are really mandatory for any field streams from planting , mining and on space as well. With the Machine Learning's day to day prudence in variety of arenas that humans consume time a lot , this deep learners does this task hand-fully in minutes span of time that are extremely brilliant . When companies like Microsoft, Facebook , Amazon join hands to frame work one need platform for ai researchers and enthusiasts ,it is truly a gift for the developers to build to put to practice. Months back , i was stating about Gluon , now i am going to state something more alike to that of is ONNX ( Open Neural Network Exchange ) a platform where re used trained network could be trained to use for multiple platforms . One of the foremost problem we face in this network while we develop is to choose the right framework. 

Though Data Researchers and Data scientists has large no. of options available , it is not so easy to port the trained model into proper framework. Even though it takes lots of tasks to train neural network signals to practice to retrain will be a stress making process for all developers to re-frame and upload it to proper channel. ONNX does this task more easily by allowing users to retrain and re-frame it through proper export without any problems that leads the users to develop and train them more quickly. Developers can import PYTORCH model in Microsoft Cognitive Tool kit or process any images in Tensor Flow flawlessly with this uni-platform. This inter operation enables the users to reuse of any models into any proper frameworks without pressure from scratch till end of the development.

onnx details in website

As you all know deep learning needs parametric training and it is not only lengthy , complex but also expensive one. In terms of time and complexity, its a round off process like if you pass each data set through ai, neural network is trained and evolved based on parameters such as input layer , hidden layer and output layer via. modern training process. If you know of neural network training method, each weight is associated with layers to be trained and processed for evaluation under correcting neurons through proper optimization say genetic algorithm or back propagation algorithm. For every evaluation , accuracy value is compared and manual adjustments are tuned manually or automatically.

ONNX inter operability training from pytorch to apache market

onnx converters and frameworks , runtimes

  ( Image Source : ONNX )

Each frame work development is meant for specific purpose and developers can perform any tools without compromising quality and performance and also based on ONNX community .Google didn't join yet but it is another landmark in developing the framework projection. It has supported frameworks and converters to do it easily , also you can import and export easily between frameworks without any hassles. To how to do the import and export task , please visit their official link and to check out the end-end tutorials please check out the github repository For more info. about ONNX news and other supporting stuffs, please check out the official website and for self understanding please check out  how Nvidia linked out with ONNX and they made it successful in the video below

Saturday, March 10, 2018

Some of the best foreign movies around the world that are worth watching for

I'm also a movie buff where i used to watch lots of movies , since i was a kid and i recognize only few good movies from television or theaters those days. When the interest seeded with more intense i started to watch more Hollywood movies along with regional movies. Some movies will be a good time pass to any audience and some movies will stand in your heart for years categorically because they are passionate and delivered in unique way. A movie is like an element of entertaining medium that makes the audience to hold their patience for shorter span with some information or a dramatic experience. When i get my deep interest towards other movies with strong characters i preferred watching Korean , Italian, French, Iran , Japanese, German movies too. I do not want to review like others by telling the movie plot in detailed analysis but i'd like to review in few lines which i watched and i'd recommend you guys to watch these movies which hovers my interest towards non Hollywood foreign movies till date. Here is my list which i shared below with one line review for your quick thought.

I saw the devil ( Korean )

i saw the devil poster

Cat and Mouse thriller between a cop and serial killer which is very entertaining and also provoking.

Clash ( Egypt )

clash egyptian movie poster

An unique drama / thriller genre which will take you to edge of seat experience in breathe taking way

Headhunters ( Norway )

headhunters norwegian movie poster

This is a thriller movie where you will surprised to see lots of twists and turns coming around and will remain you for long time after watching . 

The Wailing ( Korean )

the wailing poster

This is a horror and shocking experience from reputed Korean maker  will leave you breathless

The Secret in their eyes ( Argentina )

the secret in their eyes movie poster

One of the best thriller genres that keeps you knuckled with some emotions ,please don't watch the Hollywood version, this is the original one

The Invisible Guest ( Spanish )

the spanish movie poster

A Brilliant masterpiece mystery / thriller from Spanish maker will reveal you jaw dripped at few scenes with well planed touche

Sin Nombre ( English , Spanish )

sin nombre poster

An exhilarate drama / crime element which is all about  refugees hosting to USA during their tough times with tattooed gangsters mixed like wine in fusion element makes this movie a must watch

A Separation ( Iran )

a seperation poster

A good written family / drama  narrative element within the family has been visualized so beautifully with no dull scenes till end 

Oldboy ( Korean )

oldboy movie poster

Another cat and mouse mystery avenging thriller between villain and hero will make you fully separable with thoughts of twists with the right man did win ? situation trio

Memories of Murder ( Korean )

memories of murder korean movie

This movie is based on the true story that happened in small town at Korea that tells inept way to unravel the serial killer but leaves the whodunit trauma till the end from start is a must watch thrilling element 

Timecrimes ( Spanish)

time crimes movie poster

Director's brilliance in this low budget sci-fi thriller will riddle you out at the end with jaw dripping theory of bandaged man skeptically over and over 

Sleepless Night ( French )

sleepless night movie poster

A Full day life of a strange cap's is been told more interestingly with the clustered pieces of all characters rounded up tallying with thrillness

Cache ( French )

cache movie poster

This psychological thriller owes you twists and turns of suspense with the sense to tease your mind what i have seen

Who Am I ? ( German )

who am i movie poster

A fantastic hacker techno psycho thriller that conjures till the end to bolt your brain with splice of hacking theories jumbled in one roof like now you see me but with technological asylum 

Holy Motors ( Italian )

Holy motors movie poster

A blurred categorical drama / special genre with the dubious roles of a man performing an act from the head start till end with the idea of what is it says actually moment 

PS : These are just my partial suggestion list of non Hollywood movies which i don't like to spill the beans in terms of more detailed analysis, so i leave to the audience to watch and get the thrill and  i'm hoping that my list will be worth a shot for you guys . The rest of the list will be soon updated and posted..and all images above are ripped off from net source..

Sunday, March 4, 2018

Piccolo ai tech will now automate and also sense your every move through its gesture recognition technique

Artificial Intelligence is taking a forward linear advances towards modern's trends on commercial necessities. From the bot developments to spatial gizmos , the presence of ai has shown significant trendsetter even with the smart automation at home , the glimpse of technological bloom has magical presence these days with the convergence of research lab using camera and voice assistants around the house. Few weeks back , i mentioned about eye tracking device tobii , now the technology has gone one stop further towards motion assistance in home through smart facility

smart camera on wooden stand

This works on the principle of Vision assistance which works similar to voice assistant and works with camera and computer algorithms. Gesturing is one of the advanced tracking stuff which piccolo focused on . Gesturing through controlling things to turn on and off. Gesture tracking works more faster like we command on alexa. Company is very specific about making it lighter and quicker through motion sensing  susceptible to change according to the motions deducted.It has one more interesting function called autopilot which means it could able to adjust itself when owner is not there. Suppose if the owner went out or slept suddenly while watching , the control senses it automatically and dims the light and also controls the temperature and also volume raising / reducing  functions through enabled assistant.

human activity is sensed as gestures through smart camera

gesture recognition movement has been recorded

The Gesture Recognition Pipeline and Device Location Pipeline indicates not only the motion based technology but also indicates the devices on apps through deep learning and 3D rendering and reconstruction with the deep mechanism to identify people and apps at good speed. That makes the camera allows you to control the gesture stuffs and create a platform to build own apps and find traces of location . It is also controlled by app too. For detailed info. and product purchases, please visit their official website and for more detailed information , please check out the video below