The plan is to use technology that would be able to read licence plates. It's becoming unsupportable and so we need to look at replacing it and the best way to replace that is going with an all electronic tolling solution." "It's something we need to get on with," Wright told CBC News. "What's driving this is the current equipment, out in the lane level, the cash machines, the operating system. "So the sooner we can get a decision on where we're going, I think the better off Halifax, and the province will be." Removing toll boothsĪlso on Wright's to-do list this year, is work on another long-discussed project: getting rid of the toll plazas on both bridges. "The engineering takes a long time, the construction takes a long time," said Wright.
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Up to 36 hours of battery life in a single charge. Cellular is built into every Apple Watch Ultra.Apple is focusing on bands for specific sports situations, such as a new thin and light band for endurance athletes. New bands and watch faces designed for extreme sports. ![]() Apple Watch Ultra also includes “the most accurate GPS” of any smartwatch.2.4-mile swim, 112-mile bike ride, then run a marathon ride all on one battery charge. ![]() Apple Watch Ultra will be available on September 23, order today, $799 price point.AirPods Pro are Apple’s best selling AirPods model, Tim Cook says. And now we’re heading on to AirPods, for those of us who prefer watching TV not exercising.Also a new custom audio driver and custom amplifier. New H2 chip with high bandwidth audio playback. New XL eartip will be included in the box with AirPods Pro 2: L, M, S, XS sizes.Active Noise Cancellation is improved up to 2x better than the existing AirPods Pro.New capacitive sensing layer on the stems that let you adjust the volume.30 hours of battery life with charging case, 6 hours for the earbuds themselves.There’s also a speaker and a lanyard hole in the case. New AirPods Pro charging case supports Precision Finding in the Find My app.Lightning is still supported for wired charging as well as Qi wireless charging. You can now also charge your AirPods Pro via your Apple Watch charging puck.$249 price point, available to order on September 9.Doesn’t seem like they support true lossless playback, though. Lots of the improvements I was hoping for. ![]()
![]() Please call us at 51 if you have any questions. The Market 32 at 115 Ballston Avenue in Saratoga Springs, New York, has a friendly and knowledgeable team ready to serve you. We love being a convenient beer destination for our customers. ![]() With every visit you’ll have the opportunity to experience something new or choose your longtime favorites. Browse dozens of local beers, national favorites, and international staples. If you’re looking for delicious beer near you then check out our convenient Market 32 location for a full selection of Ommegang, Brooklyn Beer, Captain Lawrence, Saranac, Brown's Brewing, Southern Tier, Sloop, Thin Man, Frog Alley, Singlecut, and Lake Placid beers. Market 32 loves to stock our aisles with local brews for Saratoga Springs beer connoisseurs. We also carry gifts, balloons, and greeting cards. To contact Instacart Support, please call 88 or email. For any Delivery or Pickup concerns, please refer to our Frequently Asked Questions. For information and help on accessing and clipping eCoupons, click here. Our floral department has pre-made bouquets available, or you can also place a custom order with our florist. Contact Us You can read the latest store updates related to COVID-19 here. If you are looking for a way to feed guests at an upcoming event or celebration, try our wide selection of catering trays. Popular options include pizza, salad, sushi, rotisserie chicken, sandwiches, soups, and more. We realize that not everyone has time to cook each day, which is why we offer freshly prepared meals for shoppers to take home. Additionally, this location offers a Starbucks to make your visit even more pleasant. With all your favorite brands at Market 32, you'll be sure to find what you need. Place your order online and choose from curbside pickup or delivery. Market 32 understands how busy life can be, which is why we offer alternative shopping options. The grocery department offers a wide range of options, including fresh seafood, meat and poultry, fresh produce, baked goods, pantry staples, pet supplies, and more. Our convenient location, near the intersection of Ballston Avenue and South Street, makes it easy to shop while running errands. Our friendly team is always ready to assist you.Market 32 offers the perfect environment for grocery shopping in Saratoga Springs, New York. If you have any questions, please don't hesitate to contact us. We look forward to seeing you at Market 32 at 716 Hoosick Road in Troy, New York. Market 32 loves to stock our aisles with local brews for Troy beer connoisseurs. Take a break and enjoy a delicious meal at our Market 32 location. Whether you're craving comfort food, sushi, or health-conscious meals, we have something for everyone. Please call our store at 51 if you have any questions. We’re the perfect one-stop-shop when you need to pick up fresh ingredients for dinner. If you're in the mood for a bite, our Market 32 food court has you covered. The Price Chopper in Malone, New York at 53 Finney Boulevard is conveniently located between Wellington Street and Rockland Street. You can call ahead or visit us in-person to conveniently fill your prescription medications. Our pharmacy staff is always ready to assist you and answer any questions you may have. Pharmacy ServicesĪt Market 32, we also have an in-store pharmacy where you can fill your prescriptions while you shop. ![]() Simply place your order and we'll take care of the rest. That's why we offer online ordering for curbside pick-up. We understand that after a busy day, you may not have time to do your own grocery shopping. Our grocery store is conveniently located at 716 Hoosick Road in Troy, New York, near Goodman Avenue, McChesney Avenue, and various other businesses near the Brunswick Plaza Shopping Center. Visit your local Market 32 for all your grocery, pharmacy, and eatery needs! We are committed to providing quality products and services to our customers. ![]() Since the 18 inch side utilizes the full depth of the kitchen counter, this dish drainer only uses 13 inches of counter width. Due to the curvature of the board, water pours out only from the middle region and not the entire 18 inches. The 18 inch long side of the drain board lines up with the side of the sink. The drain board, dish rack and cutlery holder can be easily separated. The dish drainer can be placed on either side of the sink and the dish rack can be reversed to have the plate compartment near or away from user. The feet are provided with plastic covers to make them slip resistant and prevent marking the counter top. The cutlery holder can be hung either inside or outside the rack. When the divider is in place it creates 4 compartments and can hold a large number of cutlery pieces. The cutlery holder is fully enclosed on all sides and features a removable divider for easy cleaning. The dish rack has a separate area for holding tumblers, cups, glasses and other small items. This area is also used for placing pots and pans and other large items which can be placed edgewise to save space. ![]() The dish rack has an open area with slots for holding 13 dishes. The drain board has 4 legs which raise it well above the counter to allow for cleaning underneath as well as to clear the edge of raised lip kitchen sinks. Since it does not store water like a tray, the board stays dry and hygienic. The drain board does not hold water, instead it continuously and automatically channels water into the sink. When placed with the long edge overhanging the sink, water from wet items drips on to the drainboard and flows directly into the sink. ![]() The only parts that are not stainless steel are the soft leg covers to protect your counters. It is the only 100% stainless steel dish drainer in the market. The Rohan dish drainer includes a drain board, dish rack and cutlery holder, all made of heavy duty stainless steel. We’re proud of our loving take on the classic egg vibrator toy. More advice for different Kegel exercises can be found online. With the toy inside, delivering pleasurable vibrations, you may proceed with your Kegel exercises – alternate between tightening and relaxing your internal muscles around the eggs and enjoy the sensations. Push the egg into the vagina for a comfortable fit before using the simple control button to turn the vibrator on and cycle through different vibration pattern modes. To use an egg vibrator, apply a little water-based lube to both the vagina and the insertable egg of your choice. However, not much is known about the origins of this highly mythologized tradition. These rounded eggs are also known as heads, or sometimes as Ben Wa balls after the hollow jade eggs that, historically, it is said that Chinese women would use to strengthen the vagina and bring the wearer to orgasm. What is an “Egg Vibrator”Īn egg vibrator is called so because the insertable portion is shaped like an egg, a rounded vibrating ball that can be slid into the vagina for Kegels exercises. These can be done with no equipment, or more pleasurably, with an egg vibrator, or Kegels vibrator such as We-Vibe Bloom. ![]() Kegel exercises – named after American gynecologist Arnold Kegel - involve controlled contractions of the pelvic floor muscles. ![]() ![]() The theory is that a strong set of pelvic floor muscles can heighten orgasm. Kegel exercises – or “pelvic floor” exercises – can help to strengthen the pelvic floor, a set of muscles running between the pubic bone and tailbone. If you’re looking to get your Kegels exercises going and strengthen your pelvic floor in the most pleasurable way, We-Vibe has quite the thing for you! We-Vibe Bloom is our specially designed Kegels vibrator – and we’re here to tell you everything you need to know about getting started with this powerful, ergonomic Kegels toy. ![]() This can be used to create a bootable DVD. ISO file: Save an ISO file to your PC.Any content on the flash drive will be deleted. USB flash drive: Attach a blank USB flash drive with at least 8 GB of storage space.Select the language, edition, and architecture (64-bit) for Windows 11.On the What do you want to do? page, select Create installation media for another PC, and then select Next.If you agree to the licence terms, select Accept.You'll need to be an administrator to run this tool. After downloading, run the media creation tool.Using the media creation tool to create installation media: To see what language you're currently using, go to Time & language in PC settings or Region in Control Panel. Matches your current language: You'll need to choose the same language when you install Windows 11.Damages to the PC due to lack of compatibility aren't covered under the manufacturer warranty. ![]() If you proceed with installing Windows 11 on a PC that does not meet the requirements, that PC will no longer be supported and won't be entitled to receive updates. WARNING: Installing Windows 11 media on a PC that does not meet the Windows 11 minimum system requirements is not recommended and may result in compatibility issues. ![]() We also recommend that you visit your PC manufacturer's website for information about updated drivers and hardware compatibility. Certain features require additional hardware. See the Windows 11 device specifications for upgrade requirements and supported features.
![]() After far too long, Apple investigated the problem and emptied their caches which made the problem go away. Since this was no longer valid, Mac OS X refused to launch them and reported them as “broken”, leaving users and developers equally baffled. First, the now expired certificate was still cached by some of Apple’s servers: when Mac OS X opens an application it checks its signature, which in the end is guaranteed by Apple’s root certificate. When the Mac App Store certificate expired, it was replaced with a new certificate but there were two problems. This was a planned event: certificates are used for digitally signing applications and they are only valid for a particular period of time, after which they need to be replaced with new certificates. The recent Mac App Store (MAS) fiasco that left many (1% of Mac App Store users? 100%? Nobody knows) users unable to use their apps purchased from the Mac App Store was down to Apple’s root certificate expiring. The reasons for this are manifold and diverse but boil down to: too much change, too little communication, too much complexity and finally too little change management and quality control at Apple. The truth is that Mac OS X development has become so very fragile. Nobody other than Apple knows how many Mac App Store customers were affected by the recent MAS certificate fiasco that had the distinction of making it all the way into the pages of Fortune magazine. The situation on the Mac App Store is much, much worse. Lots of big as well as small developers have recently shipped similarly compromised releases. Despite the fact that I did not spend nearly as much time ensuring that everything worked properly with the release management. Right now I don’t know how many users were affected by the “botched” A Better Finder Rename 10.01 release. Luckily that time around it only took a few minutes to become aware of the problem and a few hours to ship a fix so very few users were affected. There I’ve done it again: I shipped a broken A Better Finder Rename release despite doubling down on build system verification, code signing requirements validation and gatekeeper acceptance checks, automation, quality assurance measures, etc. DecemA Better Finder Rename, iOS, Mac, Programming,, Software In practice, you will probably almost always filter by “First sort by name and sequence number” as this is the way that the files normally come over from your camera, but you also use sorting by EXIF shooting date as long as both your JPEG and RAW image files have the correct meta-data. all actions between the second filter and the end of the action list apply only to CR3 files.all the actions between the first and the second filter action only apply to JPG files.The second filter action limits the actions to just “CR3” files. add a second filter action to process only your RAW files.The filter action above limits all renaming actions below it to only jpg files. change the settings to something along these lines:.click on the “Add Filter Action” icon on the bottom right of the “Actions” sidebar to add a filter action.click on “Show Advanced Sidebar” if it is not yet visible. ![]() ![]() ![]() You can find out all about filter actions by going to “Help” -> “How to Use Filter Actions” within A Better Finder Rename 11. As long as you use the same settings for both flows you will end up with the same file names.įilter actions are special actions that do not change the file name, but decide which files or folders the actions below it in the action table apply to. Current NameĪ Better Finder Rename has no built-in support for file pairings, but you can use Filter Actions to make separate “flows” for different file types. Naturally, when it comes to changing the names of these files, they want to apply the same changes to both file types, e.g. Many photographers working with RAW files often end up with file pairs along the lines of “my RAW image file” + “my JPEG preview image file”, e.g. ![]() The ImageDataGenerator class provides various options. Time series data requires preparation before it can be used to train a supervised learning model, such as a deep learning model. It is created using the ImageDataGenerator class from Keras. Problem with Time Series for Supervised Learning. ![]() With tensorflow 1.x, I did this: def getdatagenerator (testflag): itemlist loaditemlist (testflag) print ('data loaded') while True: X Y for in range (BATCHSIZE): x, y getrandomaugmentedsample (itemlist) X.append (x) Y.append (y. Options are specified using - arguments along with the notebook path. Note: This tutorial assumes that you are using Keras v2.2.4 or higher. I want to make my own data generator for training. You can configure notebook options in a Guild file in the operation notebook attribute. keras image data generator will accept the original data and transform it that. Keras supports this type of data preparation for image data via the ImageDataGenerator class and API. ipynb notebook – from “Jupyter Notebook Experiments”: keras image data generator tutorial with keras imagedatagenerator example. series series.reshape((len(series), nfeatures)) The TimeseriesGenerator will then split the series into samples with the shape batch, ninput, 1 or 8, 2, 1 for all eight samples in the generator and the two lag observations used as time steps. I wonder if this could be used to pass in the “data_suffix” into my. I’d just like to be able to use Guild’s “multi-batch” feature to compare runs.īut maybe Guild’s Python interface is the way to go here… I’ll have to think about this. Or maybe I should just generate my different data prefixes (which you called a “suffix”, but it’s really a string “prefix”), in Python, inside the Jupyter Notebook? I’ve seen ways mentioned on StackOverflow like using the “papermill” Python package, and other ways. What I’m wondering is, is there a “Guild way”, or other way, to pass in the CLI “data_suffix” argument that you mention above into my Jupyter Notebook? Normally I think command line arguments are tricky to pass into Jupyter notebooks. My code is currently in a Jupyter Notebook and I know that Guild can execute notebooks just fine. Then, we finally learned how to implement a custom data generator by subclassing the tf. API. We peeked at the ImageDataGenerator API to see what it is and to address the need for custom ones. Help on class DataGenerator in module DataGenerator: class DataGenerator. Thanks for any thoughts, and thanks for sharing Guild AI! In this article, we saw the usefulness of data generators while training models with a huge amount of data. import tensorflow.keras as keras import numpy as np from trics import. Or would I want to generate my lists of files and then feed those lists into “input file flags” inside a “Guild file”? So I’d have to “build up a Guild file” dynamically that way, perhaps… Would I want to use Guild AI’s Python interface somehow to do this? I was going to write my own code to feed each selection of input files to my Keras DataGenerator – but I wondered how I’d manage that with Guild – and keep track of all the runs in an automated way. all files with filenames starting with prefix=‘AMIGACarb_5S_Aug2011’, and then a run with all files with filenames starting with prefix=‘AMIGACarb_11C_Aug2011’, …). So I want to set up runs with each set of files with the same starting filename prefixes… (e.g. We then combine the outputs of both the x and y on Line 32. import numpy as np from keras import backend as K from keras. Lines 21-23 define a simple 32-8-4 network using Keras’ functional API. Custom Data Generator: What if we load parts of data instead of loading the whole data into memory. My data files have varying initial filename prefixes within the same directory. Here you can see we are defining two inputs to our Keras neural network: inputA : 32-dim. You can find more on its official documentation page. It provides a host of different augmentation techniques like standardization, rotation, shifts, flips, brightness change, and many more. Hi, I need to do multiple runs of my Keras model with different sets of input data files, by feeding different sets of files to my Keras DataGenerator. Keras ImageDataGenerator class provides a quick and easy way to augment your images. compile ( optimizer = 'rmsprop', loss = 'categorical_crossentropy' ) model. Xception ( weights = None, input_shape = ( 256, 256, 3 ), classes = 10 ) model. image_dataset_from_directory ( directory = 'validation_data/', labels = 'inferred', label_mode = 'categorical', batch_size = 32, image_size = ( 256, 256 )) model = keras. image_dataset_from_directory ( directory = 'training_data/', labels = 'inferred', label_mode = 'categorical', batch_size = 32, image_size = ( 256, 256 )) validation_ds = keras. From tensorflow import keras train_ds = keras. ![]() Now, we’re being forced to live with it again.īridges is set to be served a criminal summons for violating a protection order stemming from the 2022 incident. It was almost like the June 2022 incident never happened. By July, the Hornets had signed him to a $7.9 million qualifying offer. As part of the order, Bridges was required to serve three years of probation, adhere to a 10-year protection order for the woman and take weekly drug tests, according to the Associated Press.Īfter Bridges spent the entire year out of the league, the NBA announced a ridiculous 10-game suspension for the forward in April of 2023 (which, by the way, is a sham in its own right). To no one’s surprise, it looks like Bridges has completely blown it.įor those of you who might be unaware, Bridges pleaded no contest in exchange for no jail time following an absolutely brutal and disgusting domestic violence incident involving the mother of his children in June of 2022. Because, let me tell you, right now? The league doesn’t look great at all.Īt the center of this all is the Miles Bridges situation.īoth the NBA and the Charlotte Hornets went well out of their way to give the forward a second chance at having a career. The NBA needs to take a hard look at itself when it comes to how it deals with issues involving abuse. Have feedback for the Layup Lines Crew? Leave your questions, comments and concerns through this brief reader survey. Subscribe here to get it delivered to your inbox every Monday, Wednesday and Friday. ![]() Welcome to Layup Lines, For the Win’s basketball newsletter. Since I tend to get “wordy”, I thought I would have some G-Man from the Department of Energy describe the different types of radiant floor heat – it won’t be as interesting but you’ll have a firm grasp of what you have to work with.īecause air cannot hold large amounts of heat, radiant air floors are not cost-effective in residential applications, and are seldom installed. I know she would love to have nice warm floors in the colder months so that she could forego socks or slippers – sort of a big deal since our house has concrete floors. My wife on the other hand hates having anything on her feet and constantly walks around barefoot. I still wonder if I would put them in my house … I am not a barefoot person inside, not sure why but I like to wear slippers. That might not sound that unusual but I do live in Texas and we are going through one of the hottest summers on record – and yet people are asking for radiant floors … that’s because radiant floors are wonderful. If the coils are cast into the foundation, both the foundation and the floor will have to be broken up when the time comes for repairs to be done.Currently I am working on three projects that all have radiant floors in some of the rooms. If the underfloor heating needs to be repaired or changed, the floor will have to be removed. Electric coils have a shorter life, but at least 20 – 25 years. The pipes used for water-based underfloor heating have a life of 40 – 50 years. The result will be that the room will be too warm and heat will thus be wasted. If the day is sunny after a cold night, the system may find it difficult to adjust itself in time, and will over-compensates for the cold of the night. High-inertia systemĪnother disadvantage of underfloor heating is that it has high inertia, so that it adjusts itself slowly to temperature changes. The windows should have a U value (thermal conductivity) of 1.2 W/m²K to perform well with underfloor heating. If your windows are not well insulated, there is risk of cold down-draughts if you install underfloor heating to replace radiators. Underfloor heating could lead to moisture migration and damage to parts of the building. If you intend to install underfloor heating in an existing house, it is always wise to entrust the work to a tradesman. ![]() Risk of moisture damage and cold down-draughts If you have clinker brick flooring, for instance, this could feel cold, which may lead to the heating being left on throughout the summer. The number of months of the year that you use underfloor heating is also of major importance to the energy consumption. But a floor at 22 degrees C does not feel particularly warm to the soles of the feet. The floor temperature need to be only 22 – 24 degrees C to achieve a room temperature of 20 degrees C. The energy consumption can theoretically be cut by underfloor heating, since you can lower the indoor temperature while retaining the sense of comfort. Underfloor heating and energy consumption Clinker brick and PVC flooring are good materials that conduct the heat from the underfloor coils to the indoor air. Parquet flooring, for instance, increases the heat losses to the ground, since the parquet restricts the heat flow through the floor. Effect of floor materialĪnother factor that affects the heat loss is the floor material used. The rule of thumb is that at least 300 mm of insulation should be provided under the coils in the foundation slab or the basement. However, you can minimize the leakage by insulating properly under the coils. If you have underfloor heating in the floor structure of the ground floor, more heat will leak into the ground than if you use radiators. ![]() If you install underfloor heating as comfort heating, the energy consumption will often be higher, since the underfloor heating is likely to be left on in the summer in order to avoid cold floors. This is generally known as comfort underfloor heating, since the electrically heated floor gives a more distinct warm feeling. Comfort underfloor heatingĮlectric coils can be installed as underfloor heating even if the remainder of the house has water-based underfloor heating. If you install underfloor heating in part of the house, a separate shunt is often required for controlling the temperature of the water flowing under the floor. If you have a water-based heating system in the house, it would be wise to decide on water-based underfloor heating. Underfloor heating may be air-based, water-based or may consist of electric coils. ![]() The amount of insulation you have under the heating coils and the flooring material you intend to use are the most important factors that determine whether or not underfloor heating will be efficient. |
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