Object Fix Zip 1.8 Object FIX ZIP is a program for repairing Zip archive files. It can reconstruct a specified Zip file by creating a new Zip archive while recovering the contents of the faulty. From the creators of Play, get technology enhancements, monitoring, and expert support with Akka Platform from Lightbend.
How did we collect and label CheXpert?
CheXpert is a large public dataset for chest radiograph interpretation, consisting of 224,316 chest radiographs of 65,240 patients. We retrospectively collected the chest radiographic examinations from Stanford Hospital, performed between October 2002 and July 2017 in both inpatient and outpatient centers, along with their associated radiology reports.
Label Extraction from Radiology Reports
Each report was labeled for the presence of 14 observations as positive, negative, or uncertain. We decided on the 14 observations based on the prevalence in the reports and clinical relevance, conforming to the Fleischner Society’s recommended glossary whenever applicable. We then developed an automated rule-based labeler to extract observations from the free text radiology reports to be used as structured labels for the images.
Our labeler is set up in three distinct stages: mention extraction, mention classification, and mention aggregation. In the mention extraction stage, the labeler extracts mentions from a list of observations from the Impression section of radiology reports, which summarizes the key findings in the radiographic study. In the mention classification stage, mentions of observations are classified as negative, uncertain, or positive. In the mention aggregation stage, we use the classification for each mention of observations to arrive at a final label for the 14 observations (blank for unmentioned, 0 for negative, -1 for uncertain, and 1 for positive).
Use the labeling toolBMW have showcased its new M3 and M4 “Competition” models, they are asserting that they both offer a balance everyday vs track day performance.
Launched in the UK in early 2021 with the exclusive “competition” specification. The saloon and coupe models both come with the twin-turbo 3.0 litre straight six (lovely sounding engine) – with no shortage of “MSport” magic + badges!
The 503BHP (469lb) performance will push both cars a respectable 0-62MPH in 3.9seconds. Top speed is of course limited to a 155MPH but if you have a demand for more speed – an optional upgrade (yes its BMW’s way) will push that top speed figure to 180MPH – just ask for “M Pro pack” upgrade on specification.
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Initially the cars will both be launched in 2 wheel drive configuration, however if its 4-wheel drive you desire this is planned to launch around summer 2021 – “xDrive”.
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This “xDrive” system will allow the driver setup and select between the different torque settings (between front and rear). This configuration setting will also allow you to push everything to the rear wheels (in true BMW fashion) at the same time turning off the stability control!
Calories v3 3 – record and analyze your daily nutrition. Note: not recommended for the less experienced of drivers
Both models as standard will come with the option to set 10-stages of traction to handle all road conditions (rain, dry track etc)
Note: clicking on image will bring up a higher resolution version
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All models will come with the well configured and smooth 8 speed automatic gearbox to ensure comfort but also the impressive 0-62MPH times.
Both the M3 and M4 competition will come with the Adaptive dampers and six-piston brake calipers as standard spec. The brake calipers can be painted in either red, black or the fairly typical but traditional blue.
They will feature the M-Drive professional system, this will log and analyse the drivers on track driving and also adapt to the behaviours of that driver – this will potentially result in better lap times!
Inside the models will feature sports seats, a sports steering wheel, high-gloss carbon fibre trim. With an optiona extra M Carbon bucket seats, which use carbon fibre reinforced plastic to save nearly 10kg.
and of course dont forget the m badges! – a must have for all msport fans. Anytrans for android 6 3 4.
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BMW’s Live Cockpit Professional brings a fantastic tech tweak with head-up display, three-zone climate control, adaptive laser headlights.
Cloud-based live navigation, Apple CarPlay and Android Auto are also included in that pack.
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Go on sale from next March, the M3 Competition will cost from £74,755, while the M4 Competition will start at £76,055 depending on optional extras.