![]() ![]() Due to the long training time and large memory consumption of R-CNNs, a fast R-CNN was proposed. SPPNet proposed spatial pyramid pooling, so that the size of the image no longer limited the input of the CNN, which also improved the recognition performance for multi-scale targets. After AlexNet proposed a deep convolutional neural network for image classification to achieve a breakthrough in performance, many CNN-based methods of object detection began to emerge. The experimental results demonstrated that our method could improve the performance of real-world pedestrian and vehicle detection.Īs we all know, object detection is based on image classification. ![]() At the same time, we provided many useful strategies to improve the detector. As a result, we improved the detector performance with single-class object detection for pedestrians and vehicles, respectively. We also found that pedestrians and vehicles were separable in size and comprised more than one target type. At the same time, we used varifocal loss to solve the imbalance between positive and negative samples caused by the high resolution. When fusing the sub-images, we proposed a midline method to reduce the cropped objects that NMS could not eliminate. In order to improve the performance of existing pedestrian and vehicle detectors in real-world scenarios, we used a sliding window to crop the original images to solve this problem. Although existing pedestrian and vehicle detection algorithms have achieved remarkable success for standard images, their methods are not suitable for ultra-high-resolution images. The large field of view and high resolution provide global and local information, which enables object detection in real-world scenarios. Recently, with the development of gigacameras, gigapixel-level images have emerged. Pedestrian and vehicle detection is widely used in intelligent assisted driving, pedestrian counting, drone aerial photography, and other applications. ![]()
0 Comments
![]() ![]() With the Wacom Inkspace app and your Bluetooth®-enabled iOS or Android device, you can organize, edit and share your notes and sketches. If your mobile device is not near, you can store up to 100 pages and sync later when you reconnect. Write on your favorite paper and instantly digitize your handwritten notes and sketches with Bamboo Folio. With the Inkspace cloud service you can sync your notes in the cloud and access anywhere at anytime. The Wacom Inkspace app lets you organize, edit and share your notes and sketches on your iOS or Android Bluetooth®-enabled devices. With the push of a button, Bamboo Folio converts your handwriting into "living" digital files. ![]() Write your notes and ideas naturally with a pen on any paper. Write naturally with pen on any paper, then store, shape and share your notes and ideas in the cloud. ![]() ![]() ![]() Note that subtitle formats like SRT, ASS, SSA, SUB goes well with these MP4, AVI, MKV formats. *Download Subtitles from Best Online Subtitle Sites: if you want to add subtitles for commercial movies in MP4, AVI, MKV formats, you can easily find them online. ![]() Where to Obtain Subtitles to Be Added in the Movies? So, before loading subtitles, make sure the format you have or want. SUB/(DIXSUB) is a typical image subtitle format that is apt at maintaining perfect accuracy and usually mixed into MKV files SRT is a commonly used text based subtitle formats usually encoded in AVI files that can be edited and extracted easily. Thus, to add extra subtitles to a video, you might want to avoid videos with hardsubs.Ĭlosed subtitle formats can be divided further into 2 categories: image based subtitles (Prerendered) and text based subtitles. Closed subs can generally separate video frames overlaying the original ones so that can be turned off, while Hardsubs or open subtitles are irreversibly part of the original video frame, therefore cannot be turned off. There are two kinds of subtitles in terms of manipulability: Closed subtitle and Hardsubs. *Also, how can we forget those who want to watch 3D movies with 3D subtitles. *Also, for those who want to learn foreign languages by watching videos and movies, embedding subtitles is always necessary for them to take notes and make sure the correctness. To understand what they are saying, forced subtitles are definitely needed. *Sci-fi movies and TV series may contain alien languages like Klingon in Star Trek: the Next Generation, and other sign languages. *Easier to track and understand the lyrics if it's a music video: like Sia the Greatest. In this case, narrative and forced subtitles are what you should looking for. ![]() *For those who can't understand foreign languages, inserting subtitles to foreign movies, like Amelie (Le fabuleux destin d'Amélie Poulain), Baahubali the Conclusion बाहुबली: द कॉन्क्लूज़न, and Ghost in the Shell 攻殻機動隊, can facilitate your comprehension. In this case, closed captions are what you need to find. *For hearing-impaired members in family who are not that desperate for a hearing aid, embedding subtitles or closed captions to videos for them would be very considerate. ![]() ![]() ![]() Windows 11 requires that you’ve Secure Boot enabled on your system to be able to run the latest version of Windows. You can check the list of supported processors for each hardware manufacturer over here → AMD | Intel | Qualcomm. All Intel Core processors below 8th gen aren’t supported by the latest version of Windows anymore. The minimum system requirement for Windows 11 states that you got to have 8th gen Intel processor or above to be able to install Windows 11. Read → What is TPM 2.0 Requirement in Windows 11 ⚠️ The processor isn’t supported for Windows 11 If you’ve got recent hardware, chances are your system would have TPM 2.0 support, if not, then you may have to use a workaround to bypass the TPM 2.0 requirement in Windows 11 (as described later on this page). If you’re getting the TPM 2.0 compatibility error in Windows 11, then you need to enable it in the BIOS settings for your PC. ⚠️ TPM 2.0 must be supported and enabled on this PC Read along to understand what each of these errors means. If you’re getting a ‘This PC can’t run Windows 11’ error in the PC Health Check app, then the following are the errors you’re likely seeing. Many users have reported encountering errors while installing Windows 11 through the setup or while checking if their PC supports Windows 11 using the PC health check app. However, before you can make the jump, here are a few things you must know. The new interface seems refreshing, appealing, and quite user-friendly to most. With the release of Windows 11, users across the globe are all hyped and excited. ![]() Unable to install Windows 11 due to ‘SecureBoot’ and/or ‘TPM 2.0’ errors? Here’s how you enable both, and a quick workaround that nullifies the need for it altogether. ![]() ![]() The program even allows you to point your smartphone at a sign or menu written in a foreign language to view a live translation.įurther, Google Assistant offers an Interpreter mode (Opens in a new window) with real-time translations that allow you to carry on a conversation with someone speaking different languages. You just type, write, or speak into the app. The Google Translate app can translate dozens of languages, either through text or voice. But if you ever need to translate a menu or sign, transcribe a conversation, dictate text in a different language, or talk with someone who speaks another language, Google provides two apps capable of translating on iOS/iPadOS and Android devices. Translating languages is a skill offered by a variety of apps, websites, tools, and devices. How to Set Up Two-Factor Authentication.How to Record the Screen on Your Windows PC or Mac.How to Convert YouTube Videos to MP3 Files. ![]() How to Save Money on Your Cell Phone Bill.How to Free Up Space on Your iPhone or iPad. ![]() ![]() ![]() Ok, so we are in the process of adding Azure AD to our environment to give us internet-based AD control of our systems.Right now, we have at least one PC offsite that we want to disable in order to encourage the user to return it to us.We can remotely sen. *Photo Credit: Slava*Hey there! Great news! Registration for this year's SpiceWorld (9/5/23-9/7/23) is finally open! As we celebrate 15 years of the Spiceworks Community, we are excited to announce that this year's event promises to be out of this world!O. SpiceWorld 2023 Registration is LIVE! Spiceworks.Snap! - Hole in the Sun, Exploding Space Stations, Air Taxis, Telepathic Dogbot Spiceworks Originalsįlashback: March 24, 1896: Popov’s First Public Wireless Transmission (Read more HERE.)īonus Flashback: March 24, 1965: Millions watch space probe crash into Moon (Read more HE.I just have a question (or two), about patching say for example the zero day patch from last week,currently our WSUS server is configured to"Auto download and notify for install", but should i be going with"Automatically download updates and schedule th. How to patch for zero day updates Windows.Reach our data migration experts to know more in detail. If you are looking to migrate to SharePoint Online or Dropbox, CloudFuze X-Change is your go-to cloud data migration tool. SharePoint Online is often best suited for large organizations that need advanced and bespoke features catering to their file-sharing and collaboration requirements. ![]() Overall, this Dropbox business vs SharePoint Online comparison guide shows that Dropbox has a simple and easy-to-use interface that is best suited for small and medium enterprises or if you need straightforward file storage features. While it is excellent for simple document storage and sync, you must turn to third-party solutions to do more. On the other hand, Dropbox is a bit more limited regarding additional features. Its wide array of features and functionalities allows you to build and customize according to your requirements. Get documents signed in seconds Use pre-built templates to get your documents prepared and signed faster than ever. You can use this platform for project management, collaboration, intranet, creating employee portals, etc. Integrations with Dropbox, Google, Salesforce, HubSpot, SharePoint, and more mean less jumping from app to app. SharePoint Online enables users to do so much beyond file storage. SharePoint vs Dropbox: Additional Functionalities ![]() |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |