#deepbrain

Neturbiz Enterprises - AI Innov7ions

As the digital landscape continues to evolve, the integration of artificial intelligence (AI) into various domains is reshaping the way tasks are accomplished. Video editing, a cornerstone of content creation, is no exception. The rise of AI video editors brings forth a host of benefits that not only streamline the editing process but also open new avenues for creativity. Let's delve into the key advantages of using an AI video editor.

1. Time Efficiency and Automation:

One of the primary benefits of AI video editors is the automation of routine tasks. Traditional video editing involves meticulous processes such as cutting, trimming, and transitions, which can be time-consuming. AI editors automate these functions, significantly reducing the time required to produce high-quality videos.

2. Creative Assistance:

AI video editors serve as intelligent collaborators, offering creative suggestions to enhance the visual appeal of your content. From recommending optimal color grading to suggesting engaging transitions, these tools provide valuable insights that can elevate the overall quality of your videos.

3. Text-to-Video Conversion:

Text-to-video conversion is a standout feature of many AI editors. By inputting a script, users can generate a fully realized video complete with voiceovers and visuals. This feature not only accelerates the video creation process but also opens possibilities for repurposing textual content into engaging visual narratives.

4. Accessibility for Non-Professionals:

AI video editors democratize the video creation process by making it accessible to individuals who may not have extensive editing expertise. This inclusivity is particularly valuable for small businesses, marketers, educators, and content creators who want to produce professional-looking videos without a steep learning curve.

5. A/B Testing and Quick Iteration:

For marketers, the ability to experiment with different versions of a video quickly is invaluable. AI editors facilitate quick iteration and A/B testing, enabling marketers to refine their content strategy based on audience responses. This agility can significantly impact the effectiveness of marketing campaigns.

6. Consistency in Branding:

Maintaining a consistent brand image across diverse content is paramount. AI video editors ensure that logos, color schemes, and other branding elements remain uniform. This consistency reinforces brand identity and contributes to a cohesive visual presence across various platforms.

7. Evolutionary Capabilities with Updates:

AI video editing tools are not static; they continuously evolve. Regular updates introduce new features, improvements, and sometimes entirely new functionalities. By using an AI video editor and keeping it updated, you ensure that your video editing capabilities stay at the forefront of technological advancements.

8. Collaboration Features:

Many AI video editors come equipped with collaboration features that facilitate teamwork. This is particularly beneficial for projects involving multiple contributors, where seamless collaboration and feedback processes are essential.

9. Optimization for Different Platforms:

AI video editors often come with presets and optimization features tailored for different platforms. Whether you're creating content for social media, YouTube, or other channels, these tools can help you tailor your videos to meet the specific requirements of each platform.

10. Future-Proofing Your Workflow:

Embracing AI in video editing is not just about the present; it's a strategic move to future-proof your workflow. As AI technologies continue to advance, integrating them into your content creation process positions you to adapt and thrive in an ever-changing digital landscape.

In the dynamic world of digital content creation, the evolution of AI has ushered in a new era of possibilities, and at the forefront of this transformation stands AI video editing. Beyond mere editing, these intelligent tools are shaping the landscape of video creation in ways previously unimagined. Let's embark on a journey to explore the nuances and potentials that lie beyond the traditional realms of video editing.

Decoding the Essence of AI Video Editors

Unveiling AI Video Editing:

AI video editors are not just tools; they are virtual collaborators armed with algorithms that comprehend the intricacies of visual storytelling. They decode raw footage, understand narrative patterns, and contribute to the overall enhancement of video content.

The Neural Symphony: How AI Edits Videos:

Equipped with neural networks, AI video editors emulate the human brain's learning capabilities. They analyze vast datasets of video content, learning the subtleties of pacing, visual composition, and even audience preferences.

The Unseen Hand in Quality Enhancement:

Quality is not just about pixels and resolution; it's about the cohesiveness of a visual narrative. AI enhances video quality by offering suggestions on transitions, recommending visual effects, and ensuring a consistent aesthetic appeal.

Navigating the AI-Enhanced Terrain

**1. Effortless Efficiency:

AI-driven video editing significantly reduces the time and effort traditionally required. Tasks that would take hours can now be accomplished with a few clicks, allowing creators to focus on ideation and creativity.

**2. Smart Suggestions, Smart Edits:

AI doesn't just follow commands; it suggests. From recommending optimal cuts to proposing suitable background music, AI actively participates in the decision-making process, making the editing experience more intuitive.

**3. The Personalization Paradigm:

AI understands individual preferences, enabling personalized editing experiences. Whether it's tailoring transitions or suggesting color schemes, the editor adapts to the creator's unique style.

**4. From Novice to Maestro:

Novice creators can harness the power of AI to elevate their edits. The learning curve is flattened as AI provides guidance and automates technical aspects, allowing creators of all skill levels to produce professional-quality videos.

AI Video Editors: A Game-Changer for All

Small Businesses Rejoice:

Cost-Effective Solutions: AI video editors offer robust functionalities without the need for extensive manual labor, translating to cost savings.

Consistent Branding: Maintaining a consistent visual identity across videos becomes achievable with AI's ability to understand and implement brand guidelines.

The Future of Video Editing:

Try AI Studios for Free AI Studios: The Revolutionary AI Video Generator for Marketing Professionals In today’s digital world, video marketing is a crucial component of any successful marketing strategy. However, creating high-quality video content can be a time-consuming and expensive process. This is where AI video generators come in. AI Studios is a revolutionary AI video generator that can…

Why doesn’t deep-brain stimulation work for everyone?

People with severe Parkinson’s disease or other neurological conditions that cause intractable symptoms such as uncontrollable shaking, muscle spasms, seizures, obsessive thoughts and compulsive behaviors are sometimes treated with electric stimulators placed inside the brain. Such stimulators are designed to interrupt aberrant signaling that causes the debilitating symptoms. The therapy,…

MarcJanssens with the DBS-instruments he established and a dummy head. Photo: Bart vanOverbeeke

Deep- brain stimulation (DBS) can, to name a few things, minimize unchecked motion and shivering in Parkinson’s clients. However, the existing technology to location DBS electrodes in the brain is inaccurate, so that just leading professionals attain a great success rate. Marc Janssens of Eindhoven University of Technology has actually for that reason established brand-new instruments that brain cosmetic surgeons with less experience with DBS can utilize to position the electrode with accuracy in the best location in the brain. This can assist to reduce the waiting lists. Janssens gets his PhD on 25 June.

In DBS, the cosmetic surgeon puts electrodes deep into the brain, through little openings at the top of the skull. The electrodes are linked to a pacemaker that provides pulses, which essentially reduces the unchecked motion and vibration of the limbs. The treatment makes a typical life possible for clients once again. Unfortunately, as the biggest Dutch paper DeTelegraaf reported in February, waiting times are long, which led to parliamentary concerns. In the Netherlands, the waiting duration can be as long as 2 years, and in other nations, too, this is a comparable issue.

Unchanged because 1990 The DBS electrodes in Parkinson’s illness clients typically have to wind up in the nucleus subthalamicus, a essential part of the brain that determines just 8 by 4 millimeters. The majority of it is concentrated on motions, however the edges manage feelings and discovering procedures, to name a few things. Highly precise positioning is for that reason necessary. The traffic jam here is the present strategy is to position the DBS, a strategy that has not basically altered because the development of DBS in the 1990 s.

Error variety Surgeons now still position DBS electrodes by securing to the client’s head a building and construction that is in fact too weak for that precise job. However, the best error is brought on by that there is no set recommendation point for the positioning of the electrodes. The medical professionals initially localize the target in the brain with an MRI scan, and with a CT scan they then tape-record the position of the skull in relation to the building and construction on the head, the stereotactic frame. These 2 images are put over each other to see where the target is relative to the frame. This leads to a margin of mistake that can be as high as a couple of millimeters, which is significant in view of the little size of the target, the nucleus subthalamicus.

Fixed recommendation point MarcJanssens established a totally brand-new strategy that is a lot more precise. The crucial function in this is played by the adaptor disc he established, which provides the intervention a repaired recommendation point. This disc is put on the back of the head utilizing 3 surgical screws. This is much less undesirable and less uncomfortable than the stereotactic frame, which is secured to the head with 4 pins through the skin. The disc includes a recommendation triangle that is plainly noticeable on the MRI scan.

Extremely compact and stiff After the MRI scan, the client goes to the brand-new instrument that Janssens created and developed for the positioning of the electrodes. The adapter disc, which is still connected to the head, is clicked onto it, so that the client takes the set recommendation point with him. Its placing gadget is incredibly compact and stiff, permitting much greater accuracy than the standard positioning arch. Combined with the repaired recommendation point, the treatment is anticipated to be precise to one millimeter or less.

Now under anaesthetic Asa result, brain cosmetic surgeons who do seldom perform this treatment can still carry out effective interventions. An extra benefit is that, in concept, clients not require to be mindful. In present practice, this is still essential: the cosmetic surgeon requires responses from the client to see if the electrodes remain in the best location. The client should for that reason experience the undesirable treatment from A to Z for some hours. With the brand-new, high level of accuracy, the client’s feedback is not essential, permitting him to go through the operation silently under anesthesia. All in all, this can substantially reduce the limit for the DBS interventions, so that this effective treatment can be offered to more clients.

Craftsmanship With mechanical instruments where high accuracy is essential, high-tech robotic services are rapidly thought about. An unique function of Janssens’ instruments is that they do not include any electronic devices; they are totally manual. This workmanship makes the instrument especially reputable, light, compact and reasonably low-cost. Eindhoven Medical Robotics means to even more establish the instrument and bring it to market.

Source: EindhovenUniversity of Technology

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深脑链双周报第29期（10.23－11.06）

深脑链双周报第29期（10.23－11.06）

尊敬的深脑链全球社区成员：

过去半个月的项目进展情况如下：

一、市场进展

DeepToken交易所排名赛进展

DeepToken现已上线，开放了包括DBC在内的主要交易对。平台方特此拿出1000万DBC回馈用户，陆续举行了第一次交易竞赛第一弹暨“DeepToken交易排名赛，TOP100都有奖”，第二弹暨“交易即分66666DBC“，第三弹暨“有效持仓日”排名赛。请关注DeepToken官网，查看最新的交易排名赛活动信息。

DeepToken喜获火币云第一届交易大赛前十名

火币云与合作交易所共同举行的火币云第一届交易大赛正式落下帷幕。全球首个专注人工智能的AI产业数字资产交易所DeepToken在众多竞争中脱颖而出，顺利入围前十。火币云目前已完成超过100家合作伙伴交易所的上线，本次交易量排名赛面向所有已上线的火币云系的交易所，大赛自10月10日正式启动到10月30日结束。

DECO生态直播第一期活动预告

2018年11月15日，我们将举办DECO生态直播。第一期邀请到的主讲嘉宾是DeepBrain Chain CTO、首席架构师Bruce Feng先生。他具备丰富的软件架构设计和项目管理经验。对区块链技术和P2P网络有深刻见解。他将分享深脑链关键技术讲解，跨链分片架构、天网矿机接入情况和AI企业用户使用情况。敬请期待。

二、技术进展

上海研发团队重点工作：DBC天网网络优化；v0.4 主链细化设计；

架构设计

多链+分片架构的网络架构设计：v0.4主链总体架构细化方案设计；

DGP方案分析：阅读并分析相关技术实现的DGP源代码；

数据安全方案分析：容器增强技术；

数据安全方案分析：去中心化加密隧道方案；

区块链网络安全分析和设计；

测试

官网迭代三测试；

开发

DBC天网网络优化：

压缩通讯传输转测试，降低50%网络带宽；

支持DBC网络空闲任务调度；

解决矿机订购失败的问题；

Twitter绑定问题；

官网获取node id的提示更新；

支持矿工（用户）查看自己的矿机收入和收支明细；

支持管理员进行收入结算；

支持矿工查看矿机审核意见和重新提交矿机审核；

AI用户提示信息优化；

支持DBC网络健康状态探测；

支持通过命令行参数启动AI训练任务；

支持远程登录容器进行online调试；

AI用户购买算力界面优化；

支持用户设置BTM、RVN、DCR、XVG、ZEC地址；

矿机审核支持邮件通知审核结果；

新用户注册支持赠送DBC；

天网数据

GPU个数：70个；

AI用户订购矿机累计总台数：183台；

累计执行AI训练任务数：288次；

DeepBrain Chain项目开发数据

29个开发者；

总共提交677次commits，累计37次releases；

用户反馈

我们会定期收集来自用户的使用反馈，汇总典型问题，供大家使用。

问：底下那两行什么原因？

这个没有关系的，属于正常显示

问：ipfs显示down状态

file missing错误，重装dbc后解决。

问：有这个超参数，请问下，hyper_parameters 是如何在代码里读取的？

hyper_parameters是传入容器，作为entry_file的SHELL脚本的参数进行执行。entry_file是通过ipfs和代码一起传上去的。

peer_nodes_list=2gfpp3MAB3x48fsBdxk5Rirtyo55GKGMpn8r6Y2n59q

code_dir=QmTtTjgbA88MKDNktipTN4aVF79NRtUqgsAAAGTV3wFqZU

entry_file=run.sh

training_engine=dbctraining/tensorflow1.3-gpu-cuda8-py3:v0.3.0

select_mode=0

问：现在这种方式是不支持online调试的吧？

目前暂不支持。

问：什么时候能支持分布式的训练呢？ 有具体一个 timeline 吗？

这个功能也已经在计划中了，争取明年Q1实现。

问：通过 IPFS 上传的文件，是没有办法删除的吗？

当前没有手动删除功能，但系统会对长期未使用的数据进行自动清理。

问：如果我们训练一个模型之后，需要做 增量训练 或者 参数微调 的话，好像只能把训练结果下载下来以后，再重新上传上去？，或者，系统会自动识别已经存在的文件，实际上秒传？

会的，存储上已经有的，没有修改的文件会跳过。只有增量的部分会传上去。

问：task.conf 文件里面的hyper_parameters 是用来指定什么的？

hyper_parameters是传入容器，作为entry_file的SHELL脚本的参数进行执行。entry_file是通过ipfs和代码一起传上去的。

问：是否可以在脚本中指定使用哪块 gpu，同时跑两个 task？

支持的。在您的程序里面指定即可。

问：可以把上传的文件下载下来吗？

可以的。使用命令

ipfs get QmTtTjgbA88MKDNktipTN4aVF79NRtUqgsAAAGTV3wFqZU -o pilot_dataset

问：把训练文件压缩成功上传到服务器，怎么解压？

MacBook-Pro-3:example jianminkuang$ ../dbc_upload ./code

dbc_upload | input ./code

dbc_upload | add to local repo

dbc_upload | publish content

dbc_upload | upload content to 49.51.49.145

% Total % Received % Xferd Average Speed Time Time Time Current

Dload Upload Total Spent Left Speed

100 11264 0 11264 0 0 9302 0 — : — : — 0:00:01 — : — : — 9309

DIR_HASH:QmTM7VVFZyVQrZHZu7mR9AkRiisHYJhHHiEcrSfUnoF9b3

dbc_upload | content upload completed

MacBook-Pro-3:example jianminkuang$ ../dbc_upload ./data

dbc_upload | input ./data

dbc_upload | add to local repo

dbc_upload | publish content

dbc_upload | upload content to 49.51.49.192

% Total % Received % Xferd Average Speed Time Time Time Current

Dload Upload Total Spent Left Speed

100 9110k 0 9110k 0 0 93546 0 — : — : — 0:01:39 — : — : — 78564

DIR_HASH:QmeW8DwTHCnGBDefgM5fCuuKx3iKdufjnPENsTqp73uPZT

dbc_upload | content upload completed

MacBook-Pro-3:example jianminkuang$ cat ./code/run.sh

#!/bin/bash

echo “start caffe2 mnist traing demo”

export LD_LIBRARY_PATH=/opt/caffe2/lib:/opt/caffe2/caffe2/python:/usr/local/nvidia/lib:/usr/local/nvidia/lib64

cd ../data

gzip -d ./train.csv.gz

cd –

python ./mnist_training.py | tee /training_result_file

我们有反馈问题的github链接，后续会加到用户指南中。

链接地址：https://github.com/DeepBrainChain/deepbrainchain-release/issues

三、人才招聘

新成员加入

Aloys-后端工程师

Aloys具备6年WEB后台开发经验，之前在宜信、前隆等业界知名金融公司，欢迎加入DBC Web后台软件开发。

Bright-全球技术支持

负责全球社区技术支持和技术社区运营，之前在华为历任北非数据中心Hosting平台TD、PM，具备12年工作经验，具备丰富的技术支持、技术对接经验，熟练英语、法语，了解阿拉伯语。

成员招募

我们正在招聘开发工程师、安全架构师等职位。所有自投/推荐的简历 48 小时内给予反馈，而且我们欢迎外部推荐，推荐朋友/同学/同事成功入职的，在候选人入职的一个月结束后，给予 20000 元作为推荐费。

联系邮箱:[email protected]，标题请注明简历推荐，并附上推荐人联系方式，便于我们后续发放奖金。

点击查看：职位要求与薪资范围

全球大使招募计划

为了感谢和回报社区，同时也为了让更多的社区志愿者加入，让更多的算力需要者知道我们划时代的产品，我们特别设立“深脑链全球推广大使计划”，为广大志愿者提供一个发挥想象力和行动力的地方，让更多的AI从业者熟悉并加入深脑链生态体系。经过层层筛选，目前已经收到64份申请，在进一步扩大GA在全球各地声势的同时让更多人加入到深脑链社区中。中国社群第一名GA已经够过第一轮测试，加入到GA的团体中来。目前，GA可以通过申请参与Demo试用，对进一步落实到AI算力包的体验与售出起了积极的作用。

点击查看：招募报名介绍（英文版）、（中文版）

四、社区平台

欢迎您在以下平台关注我们，一起见证深脑链成长：

视频平台：YouTube、优酷

媒体平台：Medium、简书、金色财经、币乎

社交平台：Twitter、Facebook

Telegram 英文电报群：12,031 位；（https://t.me/deepbrainchain）

Telegram 韩文电报群：1,745位；（https://t.me/DeepBrainChainKor）

Telegram 越南电报群：1,772位；（https://t.me/DeepBrainChainVietnam）

Telegram 印尼电报群：1,440 位；（https://t.me/DeepBrainChainIndonesia）

Telegram 泰国电报群：2,210位；（https://t.me/DeepBrainChainThai）

Telegram 俄罗斯电报群：660位；（https://t.me/DeepBrainChainRussia）

Telegram 土耳其电报群：475位；（https://t.me/DeepBrainChainTurkey）

Telegram 矿机预定群：1,875 位；（https://t.me/DeepBrainChainAIminers）

Twitter 粉丝：43,443 位；（http://twitter.com/DeepBrainChain）

Facebook Page 粉丝：2,566 位；（https://www.facebook.com/OfficialDeepBrainChain/）

币快报社群粉丝：39,620 位；

深脑链Reddit社群已迁移，欢迎点此加入

微信社区，请加小助手 LivenFuture 入群

关于深脑链

深脑链是全球首家由区块链驱动的人工智能（AI）计算平台。它利用区块链技术帮助AI企业节省高达70％的成本，并保护AI训练时的数据隐私。深脑链的愿景是构建“分布式AI云计算平台”，打造成为“人工智能界的AWS”。

目前，我们已上线AI训练网络正式网，搭建起AI算力资源撮合的交易平台，在该平台上：

算力需求方：可以根据自己的训练需求，在AI训练网络中找到适合的GPU算力提供方，通过支付DBC来获取GPU算力的使用权。

算力提供方：可在官网下载软件安装包，部署深脑链AI训练网络节点，把自己闲置的GPU算力资源共享到全网中，并获得DBC收益。

— — 你们的，深脑链团队

https://www.deepbrainchain.org