GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. Work fast with our official CLI. Learn more. If nothing happens, download GitHub Desktop and try again. If nothing happens, download Xcode and try again. If nothing happens, download the GitHub extension for Visual Studio and try again. This is the training code for our CVPR paper on Context Encoders for learning deep feature representation in an unsupervised manner by image inpainting.
Context Encoders are trained jointly with reconstruction and adversarial loss. Scroll down to try out a quick demo or train your own inpainting models! If you find Context Encoders useful in your research, please cite:. If you could successfully run the above demo, run following steps to train your own context encoder model for image inpainting. Checkout the TensorFlow implementation of our paper by Taeksoo here. However, it does not implement full functionalities of our paper.
Please email me if you need the dataset and I will share a private link with you. I can't post the public link to this dataset due to the policy restrictions from Google Street View. We use optional third-party analytics cookies to understand how you use GitHub. You can always update your selection by clicking Cookie Preferences at the bottom of the page. For more information, see our Privacy Statement. We use essential cookies to perform essential website functions, e. We use analytics cookies to understand how you use our websites so we can make them better, e.
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Launching Xcode If nothing happens, download Xcode and try again. Latest commit. Git stats 8 commits.And don't forget to post on the I won. To help sort 'you're a winner' messages from spam, set up rules to automatically filter winning emails into a special folder.
These emails often feature the words 'congratulations', 'won' or 'winner', so automatically move messages with these words in the body or subject line into a competition wins folder. This option's usually found under Edit, Options or Tools on your email account's menu bar. Also, check spam folders in case a vital communication's slipped through. So many prize wins could be missed by not checking your spam folder on a regular basis.
Your spam folder clears after a certain amount of time (depending on your email provider), so check frequently. On Facebook, you'll need to check your spam folder for private messages, as companies sometimes use these to contact you about winning a prize. In your messages, go to the 'message requests' folder, then click 'filtered requests'. As an example, scores of applicants fight to appear on the likes of Deal Or No Deal and Catchphrase, yet newer shows can struggle to find contestants.
MSE Jordon's TV Game Shows blog lists 15 shows to apply for now and how to boost your chances of getting picked.
Some promoters say you must reply within a certain amount of time or they'll withdraw the prize. Reply on time to avoid the heartbreaking scenario of missing out on a big prize.
It's worth keeping a list of prizes you've won, in case they don't materialise. If a prize doesn't arrive or it does but it's faulty, first politely prompt the company (contact details should be in the terms and conditions). If you get an unsatisfactory reply or hear nothing, get in touch with the Advertising Standards Authority. All advertising and marketing must follow a code of conduct called the CAP Code which sets out how competitions and promotions have to be run.
If you think a competition has failed to meet these rules, check the ASA's website to see if your complaint falls under its powers and make a formal complaint. The competitions board is a community, and etiquette dictates you post your own finds, as well as looking at the ones already posted.
It's unscientifically believed that posting your own comps increases your chances of winning. Don't worry too much. The board is a friendly place, and you're allowed to walk before you can run. If you don't find any comps, you can still help by researching answers. At the top left of the forum, there's a search box. Use a few different terms to be doubly sure. There's a specific format to post comps in, so people can search and track competitions.
When writing the title, first put the end date, then a description of prize, like this:If there's an age restriction, add this to the end of the title, eg, (U16).
If a comp has an end time, as well as date, post this in the title too. Then just post a link to the competition, explaining in your own words what the prize is.These formats are summarized in the following table, and described in more detail in the sections below: Prediction type and interface Supported input format Batch with API call Text file with JSON instance strings or TFRecords file (may be compressed) Batch with gcloud tool Text file with JSON instance strings or TFRecords file (may be compressed) Online with API call JSON request message Online with gcloud tool Text file with JSON instance strings or CSV file Instances JSON strings The basic format for both online and batch prediction is a list of instance data tensors.
Individual values in an instance object can be strings, numbers, or lists. The following special formatting is required: Your encoded string must be formatted as a JSON object with a single key named b64.
Online prediction input data You pass input instances for online prediction as the message body for the predict request. Batch prediction input data You provide input data for batch prediction in one or more text files containing rows of JSON instance data as described above. Runtime versions As new versions of Cloud ML Engine are released, it is possible that models developed against older versions will become obsolete.
Runtime versions and predictions You can specify a supported Cloud ML Engine runtime version when you create a model version. Regions and predictions Google Cloud Platform uses zones and regions to define the geographic locations of physical computing resources.
Prediction logging Batch prediction generates job logs that you can view on Stackdriver Logging. Getting predictions from undeployed models You can request batch prediction using a model that you haven't deployed to the Cloud ML Engine service. Model testing You can use the Cloud ML Engine prediction service to host your models that are in production, but you can also use it to test your models.
What's next Infer values from new data instances with online prediction.
Home of the national championship game, finalists for some of the more prominent national honors were at the College Football Hall of Fame for the annual awards show. We took the opportunity to poll as many of these college stars about their picks for the playoff. Two abstained citing a lack of overall knowledge while 11 gave their view of this four-team field. Alabama faces top-ranked Clemson in the Sugar Bowl after Georgia and Oklahoma meet in the Rose Bowl on New Year's Day.
The most popular pick: Clemson. The Tigers got five votes, followed by Georgia's 3. This wasn't a scientific poll with equal representation from all geographic areas. Just a few different views from some of the best players in the country. Oklahoma has just as good of a chance because it's different schemes. And Oklahoma is definitely a team that's not a sleeper. I think his attitude, his drive to win is stronger.
He's done it all season and I think he'll keep doing it. They're matched up with a great team from Alabama. That's going to be a fun one to watch. Georgia, I'm going with Georgia to beat Oklahoma just because of my cousin (Nick Chubb).
That leaves Georgia vs. Clemson in the national championship game. Out of that one, UGA. See that Chubb name with the national championship trophy. I don't think anyone is going to be able to run the ball consistently on them. I've watched Clemson a lot.The Spaniards are still unbeaten in this Europa League and with eleven points from five rounds, they are already guaranteed.
After 5 rounds, Zenit St. They had to surrender the leading position to CFR Cluj after two consecutive losses. But afterwards they came a r. After 20 rounds, Steaua Bucuresti total get 41 points and place the 2nd of the ROM D1.
In last round, Marseille got a 1-1 draw with Konyaspor on the road. In the league, it has no less than seventeen points behind leader Brondby. The Basques are in second place with twelve points, at one point behind leader Zenit St. This is a game that the home side will hope they can get a result out of but they will know that they wil. The club A great achievement, because the Belarusian did not end up in a staggered bed in the U.Elevators final project demo
So their ranking is last on the UEFA EL table. The Czechs won in Group A with 0-2 at last minute Maccabi Tel Aviv and saw at the same. This is a game between the two best sides in this group and as a resul.
Therefore, the upcoming game is of a high importance. Everton only got a draw result by 2-2 with home advantage in their first clash. Apollon Limassol kept un. Rijeka lost for two games. The recent situation of Young Boys was not stable, their home performance was good but away pe.
FC Vardar Skopje lost previous 5 games on group stage and ranked the bottom of the table. FC Copenhagen takes the advantage of playing at home and will be more ambitious for this game. Sheriff Tiraspol needs to keep unbeaten and t. Atalanta score 1 goal on away field and if they won this round or finish the game with 0:0, they will directly qualify int.
They are going to end the group phase on this position, regardless of the outcome of the last match. The team kept unbeaten records recently.
They performed mediocre in recent league games. This is the final round. Independiente currently rank No. Independiente got 3 wins. Although they were as away for continuous 3 games, their situation was not so good.
After 5 rounds, FC Porto got 2 wins, 1 draw, and 2 losses and placed the 2nd of the table. Small chances for the first place as n.
Blackpool comes from the ENG L1. With seven country titles in the last nine seasons, the club is an absolute superpower in their own country, but the Slovenians have nothing to look. They have currently 3 points of advantage over 3rd Napoli and if the Italian side manage to beat Feyenoord then Shakhtar will n. They just scored 2 goals in recent 5 games.PoolOutright BettingAll participants in a tournament will be priced to win the tournament outright.
Match BettingIn the event of a match starting but not being completed then the player progressing to the next round, or the player awarded the victory (points) in a team competition, will be deemed the winner for settlement purposes.
Rugby LeagueUnless otherwise stated all Rugby bets are settled on 80 minutes play. If a venue is changed from the one advertised then all bets on that match are void. Draw-No-Bet - If the game finishes in a draw then bets will be settled as a Push. Next Try 2-Way - Where there is no next try scored then bets will be void. Team Scoring First Wins Game - Includes extra-time if played. Double Result - Predict the outcome of the specified match at half-time and full-time.
Team to Reach Markets - Predict the team to reach a specified point total. Tribet - If the match ends in a Tie, bets will be settled as Any Other Result option. In-Play Half BettingFor In-Play half betting, the designated half must be completed for bets to stand (unless the outcome of the specific market is already determined).
Highest Scoring Team - HandicapAll scheduled games must be completed for bets to stand. Total Team TriesPenalty tries count. Bets stand on regulation time only. Will Either Team Score 3 Unanswered Tries. Rugby UnionGeneral RulesUnless otherwise stated all Rugby bets are settled on 80 minutes play. OT)In-Play Half BettingFor In-Play half betting, the designated half must be completed for bets to stand (unless the outcome of the specific market is already determined). Team to Score First TryMarket includes No Try Scored option.
Team to Score LastIncludes extra-time if played. Six Nations SpecialsTo Win the Grand Slam - Any participant must win all their five matches. SnookerOutright BettingNon-runner no-bet - With the exception of Ante-Post bets placed on any player who takes part in a given tournament's qualifying but fails to qualify for the main tournament.
Outright markets may be subject to a Rule 4 (Deductions). Match BettingIn the event of a match starting but not being completed the player progressing to the next round or being awarded the victory will be deemed the winner for settlement purposes.
First Frame MarketsIn the event of the first frame not being completed bets will be void, unless the outcome has already been determined. Highest Break in MatchIn the case of a re-rack only the highest break in the officially counting frame will determine settlement. Session BettingAll session betting refers to a specified number of frames - as designated on each market e.
Race to 3,4,5 FramesThe respective frame must be completed for bets to stand. Individual Highest BreakPlayer must complete at least one match for bets to stand. Number of Frames in the MatchIf the statutory number of frames in a match are not completed then bets will be void unless there is no conceivable way the match could be played to its natural conclusion without unconditionally determining the result of this market.
Revised Match BettingWhere revised match betting is offered (between sessions) one frame of the following session must be completed for bets to stand. Nationality of WinnerBets stand irrespective of withdrawals. Stage of EliminationPlayer must play one shot in the tournament for bets to stand.I can't recommend 1 and 2 strongly enough: we've built up a business partly founded on reviews purely by working out the best way to ask for a review via email.
Nick's point about trust and third party review services is spot on. Needless to say, it's that trust that leads to conversions. We use the third-party site Ratepoint to collect our reviews.
I like it because it provides the user with a widget you can put on your website to collect reviews with ease, plus they provide you with an opportunity to address and resolve any poor reviews before posting them. This way I can post both good and bad, except that the bad ones also show our resolution to the complaint, a win-win for everyone.
It also gives you a widget to promote your reviews on your website. My company uses Feedbackstr to manage all of these aspects on one platform.
I know enough people who handle all of these points (20. Why should the management of it be. I would recommend reading this blog to learn 5 ways to use UGC, including ratings and reviews, questions and answers, and customer photos to bolster your marketing efforts. You will receive a hand-picked digest of the latest and greatest articles, as well as snippets of new market data, best practice guides and trends research. This material is for personal use only.
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This service is currently undergoing maintenance. This post highlights how to do this with customers. Customers tend to fall into two camps: Those who don't want to review your product or hate it.
Those who can't review it or don't know how.
Once you look at reviews in this way it'll become easier to identify opportunities. How to get customer reviews 1. Just ask me When you eat at a restaurant, the waiter will ask you whether you like the food. Email follow-ups Get customer email addresses at the point of purchase, even if you sell stock offline. Likewise Amazon email me every time I buy something to ask if I would like to leave feedback.
Make reviews count Another thing Amazon does well is to use my reviews to recommend other products that I may like in the future. Focus groups Before going to market with a product, bringing together a focus group is an essential step for gathering feedback. Create a 'reviewographic' Collect data from customers and turn it into graphs and data sets to show on an Infographic. Here's an example of all the aggregated reviews on Yelp that you could do on a smaller scale: 6.This will add all of the units of that type that are currently visible on-screen to the selection.
You can also hold down Ctrl and click one of the target units to achieve the same result. Remember that a double-tap will zip the screen right over to the item you've assigned. This will allow you to quickly zip over and find out what they've uncovered about the enemy's plans. This lets you get back to base quickly to check on the state of production and resource gathering. This will allow you to keep production rolling rapidly, without you having to revisit the base.
Simply select the group then choose your production option using the hotkey options. That way if they run into trouble you can quickly jump over there and undertake some vital Micro work, or just ensure they live to fight another day by cleanly running away. Having these units on groups also means that if you send out an attacking force yourself, you don't have to anxiously babysit them the whole way there, when you could be doing something more productive.
Here are some general tips and tricks that the starting StarCraft 2 player would be well advised to take on board. This will allow you to assign multiple units to the same shortcut, which you can then easily switch between to stay on top of the action taking place right now. If you have access to the single player mission content, we actually recommend playing through the campaign using your preferred hotkeys and control groups.
Take our challenge and advice here: from your first multiplayer game onwards, select nothing with your mouse. You'll suffer for it in your early games, but will be highly incentivised to get on top of things much more quickly. Pain is a great teacher, after all. Do not spend too much time playing against the computer when you first fire up StarCraft 2.
By all means rattle off a couple of AI matches to get used to the basics of playing from a fresh start, but you have nothing to lose and everything to gain by getting stuck into matches against real-life opponents. Yes you're going to lose a few at first (read: a lot), but you will learn so much more this way. You're not here to dominate - not yet at least - rather, you're here to learn something new each match, and which you'll take with you into the next battle. You are going to go up against opponents who turtle (that is, hide themselves within ludicrously over-defended bases) from time to time.
Don't waste all of your precious fighting forces - and by virtue of those, your resources - sacrificing everything into their heavily fortified defenses on a rolling basis. Play the long game instead and be a little more daring. Get out there and expand mercilessly, with more bases and units so as to drop an overwhelming show of force onto them once you've dominated the map.
There are limited resources in every match, and whoever owns the greater share of them generally wins in the long run.
Assuming you are moving on the offensive and not running away from a badly lopsided encounter, always use Attack-Move instead as this ensures that your army gets to fire first when it comes across an enemy unit. The only exception to this rule (beyond when you're running away), is if you need your units to target something particularly problematic in the opponent's army before mopping up the rest of their units.
In general though, Attack-Move will give you an advantage in low-level matches.
Make it your default action, then learn when to break the rules to suit.
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