🤓 น้องๆ รู้ไหมครับว่า computer vision
อ่านว่า "คอมพิวเตอร์วิชั่น"
เป็นศาสตร์ทางคอมชั้นสูงอีกแขนงหนึ่ง
ที่ทำให้คอมพิวเตอร์มองเห็นได้ดุจดังตามนุษย์
เป็นไงฟังแล้วเท่ห์มั๊ยละ
.
ปกติมนุษย์เวลาเห็นวัตถุ สิ่งของ สิ่งมีชีวิต อยู่ในรูป หรือในวีดีโอ
เช่น เห็นปูุ๊บก็จะบอกได้ทันทีว่า
ในรูปหรือวีดีโอมีหมา แมว แก้วน้ำ แจกัน ฯลฯ
เรื่องแบบนี้สำหรับคน ถือว่าโคตรรรรรรรรรง่ายๆ
.
แต่ทว่าในมุมของคอมพิวเตอร์
มันยากมากกกกกกกกกกกกกก
.
ถ้าคอมมันทำได้ก็ถือว่าฉลาดมากแล้ว
ถือว่า intelligent เป็นสิ่งอัจฉริยะในมุมของคอม
ซึ่งการแยกแยะว่าสิ่งที่อยู่ในรูปว่ามันเป็นอะไร
ภาษาอังกฤษเรียกว่า classification (แยกแยะประเภท)
.
สำหรับศาสตร์ computer vision 💻 💻
มันแตกแขนงได้หลายเทคนิค หลายสาย
แต่ในโพสต์นี้จะพูดถึงเฉพาะแค่ 2 เรื่อง เท่านั้นได้แก่
.
☑ 1) การทำ Object detection
เป็นการตรวจจจับวัตถุในรูป
ในมุมการ classification มันแค่บอกว่าสิ่งในรูปคืออะไร
แต่ Object detection จะไม่ใช่แค่บอกว่าสิ่งที่อยู่ในรูปคืออะไรเท่านั้น
.
😲 😲 มันเหมือนอัพเกรตจากความสามารถ classification
เพื่อพัฒนาไปตีกล่องสี่เหลี่ยมล้อมรอบ (ภาษาอังกฤษเรียกว่า Box)
ตีกล่องเพื่อบอกตำแหน่งสิ่งที่มันตรวจจับในรูปหรือในวีดีโอได้ ...โอ้วแม่เจ้าจะเทพไปถึงไหน
.
.
☑ 2) การทำ Segmentation
จะแอดวานซ์จาก Object detection
เหมือนเป็นเวอร์ชั่นอัพเกรตอีกต่อหนึ่ง
.
คือมันไม่ได้ตีกรอบล้อมรอบวัตถุนะ
แต่มันจะยิ่งกว่านั้น
...ก็คือมันจะไฮไลท์ (ฝรั่งบอกว่า mask)
....มันจะระบุพื้นที่วัตถุ สิ่งของ ที่มันตรวจจับได้ (เหมือนเราแรงงานไปยังวัตถุนั้น ๆ)
.
.
ซึ่งศาสตร์ computer vision ปัจจุบันนี้
นิยมเอา AI (ปัญญาประดิษฐ์) มาใช้งาน
จริงมันก็ทำอย่างอื่นได้นอกจากสองเรื่องที่ผ่าน เช่น
pose estimation ตรวจจับจุดต่างๆ ของมนุษย์ แบบกล่องสองผี 💀💀 💀 ....จนปรึ้นๆๆ น่ากลัวหรือเปล่า เป็นต้น
.
และมีข่าวดีสำหรับใครที่สนใจเขียนโปรแกรม 👏 👏
สำหรับงาน Object Detection กับ Segmentaion
ผมทำตัวอย่างการใช้งานไว้แล้ว
มี 5 แบบ ลองเข้าไปดูโค้ดได้ที่นี้
.
🔥 1. การช้งานไลบรารี่ imageai ตรวจจับวัตถุในรูป
https://colab.research.google.com/…/1uQnZfPlRhplvcZKWiXn1je…
🔥 2. การใช้งานไลบรารี่ pixellib ตรวจจับวัตถุในรูป
https://colab.research.google.com/…/1llWzReE3rS9wDfSGGm8M7R…
🔥 3. การใช้ไลบรารี่ Tensorflow ตัวอย่างของ Google ตรวจจับวัตถุในรูป
https://colab.research.google.com/…/12K-4uQ1tAvOukLb1-lwXx4…
🔥 4. การใช้ไลบรารี่ Detectron2 ของเฟสบุ๊ค ตรวจจับวัตถุในรูป
https://colab.research.google.com/…/1jnWFADFdZHz1LSyfXVKHY3…
🔥 5 ตัวอย่างการใช้โมเดล Msk RCNN ตรวจจับวัตถุในรูป
https://colab.research.google.com/…/1JGRIMQ1YSdMXkEZdC6QNGb…
.
ปล. มีแต่โค้ด python เพราะต้องทำใจอะนะ
เพราะงานด้านนี้ ภาษานี้คืออันดับหนึ่งในงาน AI ณ ห่วงเวลานี้
(สามารถไปอ่านตำราเรียน ม.1-2-3 มีเนื้อหา python อยู่ในตำรา)
.
.
+++++ขอประชาสัมพันธ์ (ขายของ)
📔 หนังสือ "ปัญญาประดิษฐ์ (AI) ไม่ยาก" เข้าใจได้ด้วยเลขม. ปลาย (เนื้อหาภาษาไทย)
.
ถ้าสนใจสั่งซื้อเล่ม 1 ก็สั่งซื้อได้ที่ (เล่มอื่นๆ กำลังทยอยตามมา)
👉 https://www.mebmarket.com/web/index.php…
.
ขออภัยยังไม่มีเล่มกระดาษจำหน่าย มีแต่ ebook
.
ส่วนตัวอย่างหนังสือ ก็ดูได้ลิงค์นี้
👉 https://www.dropbox.com/s/fg8l38hc0k9b…/chapter_example.pdf…
.
✍เขียนโดย โปรแกรมเมอร์ไทย thai programmer
🤓 Do you know that computer vision?
Read ′′ Computer Vision ′′
It's another elite computer science.
That makes computers visible as human eyes.
How are you? Are you cool?
.
Normally humans see objects of living things in the photo or video.
Such as seeing a crab, I can tell you right away.
In the picture or video, there are dogs, cats, mug, vase etc.
This kind of thing for people is considered simple.
.
But in the corner of computer
It's very difficult.
.
If a computer can do it, it's very clever.
Intelligent is considered genius in the corner of the computer.
Which digest what's in the picture is what it is.
English is called classification (type digest)
.
For computer vision science 💻 💻
It's broken. Many tricks. Many lines.
But in this post, it's only about 2 stories.
.
☑ 1) Object detection
Detection of the objects in the photo
In classification angle, it just says what is in the picture.
But Object detection won't just say what's in the picture.
.
😲 😲 It's like an upgrade from ability classification.
To develop, hit a square box, surround (English is called Box).
Hit the box to spot what it detects in the photo or video... Oh my god how can it be?
.
.
☑ 2) Making Segmentation
Will admin from Object detection
It's like another upgrade version.
.
Well, it doesn't hit the frame surrounding the object.
But it will be more than that.
... Well, it's going to be highlighted (Foreigner says mask)
.... It will identify the areas, objects, things that they detect (like we labor to that object).
.
.
The science of computer vision nowadays.
Popular to use AI (Artificial Intelligence)
True, it can do anything else but two things that pass, e.g.
pose estimation detects different points of human in two ghost box. 💀💀 💀 💀 💀.... so bad, scary, etc.
.
And some good news for anyone who is interested in programming 👏 👏
For Object Detection with Segmentaion
I made an example of use.
There are 5 designs. Check out the code here.
.
🔥 1. Imageai library work. Detection of objects in the photo.
https://colab.research.google.com/drive/1uQnZfPlRhplvcZKWiXn1jeytJIFEVLkV
🔥 2. usage of pixellib libraries. Detect objects in the photo.
https://colab.research.google.com/drive/1llWzReE3rS9wDfSGGm8M7RQ25jeEfSIi
🔥 3. uses of Tensorflow's Tensorflow library. A sample of Google detects objects in the photo.
https://colab.research.google.com/drive/12K-4uQ1tAvOukLb1-lwXx4bnXkeQupTk
🔥 4. Facebook's Detectron2 Library Uses rūp Objects Detector
https://colab.research.google.com/drive/1jnWFADFdZHz1LSyfXVKHY3fIwuY5F_uo
🔥 5 examples of using Msk RCN model. Detect objects in the photo.
https://colab.research.google.com/drive/1JGRIMQ1YSdMXkEZdC6QNGbI722tEQJTE
.
Ps. There are only code python because I need to get over it.
Because of this side job, this language is number one in AI event. At this time, I'm
(Can go to read textbooks. 1-2-3 python content in the textbook)
.
.
+++++ Public relations (selling items)
📔 The book ′′ Artificial Intelligence (AI) is not difficult It can be understood by the number. Tipping (Thai language content)
.
If you are interested in ordering book 1, you can order at (other books are gradually following).
👉 https://www.mebmarket.com/web/index.php?action=BookDetails&data=YToyOntzOjc6InVzZXJfaWQiO3M6NzoiMTcyNTQ4MyI7czo3OiJib29rX2lkIjtzOjY6IjEwODI0NiI7fQ&fbclid=IwAR11zxJea0OnJy5tbfIlSxo4UQmsemh_8TuBF0ddjJQzzliMFFoFz1AtTo4
.
Sorry, no paper books available. Only ebooks.
.
Personal like the book. You can see this link.
👉 https://www.dropbox.com/s/fg8l38hc0k9b0md/chapter_example.pdf?dl=0
.
✍ Written by Thai programmer thai coderTranslated
同時也有76部Youtube影片,追蹤數超過6萬的網紅Tristan H. 崔璀璨,也在其Youtube影片中提到,你有看到這支影片表示我這個禮拜在這公寓剪完,還活著 我都很小心我鬼的室友會聽到所以都戴著耳機剪 哈哈 你有撞鬼的經歷嗎?發生了什麼事呢? *Remember to hit CC to turn on English subtitles!* ❤️ 0:00 片頭 / intro 1:09 戒指被偷...
「english ghost stories」的推薦目錄:
- 關於english ghost stories 在 โปรแกรมเมอร์ไทย Thai programmer Facebook 的精選貼文
- 關於english ghost stories 在 Melinda Looi Facebook 的精選貼文
- 關於english ghost stories 在 玳瑚師父 Master Dai Hu Facebook 的精選貼文
- 關於english ghost stories 在 Tristan H. 崔璀璨 Youtube 的精選貼文
- 關於english ghost stories 在 Ghost Island Media 鬼島之音 Youtube 的最佳解答
- 關於english ghost stories 在 森零 Youtube 的最讚貼文
english ghost stories 在 Melinda Looi Facebook 的精選貼文
Fun fact about me.. I have fear giving speeches and talks.. I am good at Q&A but can never do a proper formal speech without the help of a teacher.. I met @susan_lankester years ago when I was panicking for a speech.. She guided me.. Came to practise with me, corrected my pronunciation, grammars and helped me to build my confidence.
I had many different criticisms about the way I spoke ..And that I am not good in speaking. I didnt feel bad or give up. I dont come from an English speaking family.. Was 10 years in Chinese school.. Speak Cantonese probably my whole life. Now my Malay is so much better with many practise at work with collaegues.
I have given myself a chance to learn.. And I have improved quite a bit. I was even writing columns in The Star Papers for 4 years..With the help of a "ghost editor" Ena who beautified my words but she had never changed my flow and stories..She let me be myself..and I didnt give up! I believe if you have a goal, you can always reach where you want to be. Eventho I am not even there yet!
Everyday I learn something new.. Everyone around me is my teacher. I have learnt a lot from many of my clients too.. I listened and I learnt. Whenever I didnt understand the words..I ask.. I am not embarrassed.. I am not shy.. That is how we can be better.
I will continue to ask.. So forgive me if I do ask you what you mean? Why? What is that? How to say ? Whats that word? and many more.. #Dontgetbored
#dontbeshy
#bebrave
#nooneisperfect
#Beyourself
#putinyoureffort
#improveourselves
#setagoal
#learntillwedie
#words
#grateful
#thankYou
english ghost stories 在 玳瑚師父 Master Dai Hu Facebook 的精選貼文
【玳瑚師父隨筆碌】 《人比鬼更可怕》
Humans are More Frightening than Ghosts (English version below)
去年吾有寫過一篇有關農曆七月「鬼節」的文章。雖然「鬼節」剛過,我依然在此為你妳們介紹人與鬼“爲人不知”的一面。
在近半百的人生歲月裏,吾所接觸過的人,其數之多實不在話下。而吾的工作也必須接見很多很多人。因此,對於人的「人性」,有吾最真實的認知。。坦白說,吾是較怕人多過於鬼。蓋人的性格,並不鮮明。幫了他她之後,不求他她的回報,但求他她不會反回頭咬吾就好。相信吾這樣的説法,在在都有共鳴。
這裡就披露幾則發生在吾及吾衆多客人身上的真實事情,讓你妳們參考,人的「人性」,何為不鮮明。有位弟子的父親,爲了要讓其子國外攻讀碩士學位,毅然將賣屋的錢,圓其兒子的「夢」。這兒子的「夢」是圓了,可是至今仍然沒有感恩的心、盡孝父母、回饋社會,反而還跟父親慪氣、冷戰,甚至自私自利地不管父母弟妹的未來生死問題。養兒防老,看來是養兒煩惱啊!哀哉其父。記得最初見這位弟子時,着實有點驚嚇。因其臉相有如「惡人谷」出來的。但吾依然收他為徒,希望他能夠認真學佛,清除累世的業障及現世心中的垃圾。吾的天真卻忘了「相由心生」這句話。後來他果然常犯戒,更嚴重的是,他既然不把戒律放在眼裏 ,一錯再錯,如今罪如山、過如海,再不速速懺悔重新受戒,恐怕悔時已晚。
另有一學生,也是碩士生。雖有碩士學位,可是卻失業,也找不到就業機會。吾知道後,馬上二話不説的,親自出馬運用玄學的力量,為他謀得現今這份高職,並且授予他真實的佛法與基本玄學,好讓他從中體悟人生實相、生命實相以及福份次第的種種。至今他每次來上課,都會有新的怨言及新的欲望。(感恩的人,不會有怨言。)吾想,他是男的沒錯。可是怎麽“怨”力如此大,宛如怨婦再來,真是阿彌陀佛啊!做男不容易,難道你想做女不成?受人恩惠,不圖回報,還成天打妄語、怨這怨那的,再這樣下去,人身不保,三途惡道等著你。速醒,速醒。
有位客戶來電欲批八字。吾問爲何?她答欲找新工作,因與公司經理不和。她好意幫經理處理鐘長的問題,哪知反遭經理“盯死”。她覺得這樣做下去沒意思。這是「狗咬呂洞賓,不識好人心」。另有位美麗的空姐,因丈夫不忠,找吾堪輿其陽宅,想生個寶寶來「圓滿」婚姻。不久後,果然得了個女娃。吾認爲不忠就是不專一,因從專一努力,婚姻才能真正圓滿。
鬼的性格較鮮明,在於鬼大多數是直腸子。你妳祗要幫過他她一次,他她一定等待機會來報答你妳。不像人的心理如此的歪曲。幫了他她,不求他她回報,但求他她不會轉回頭,反咬你妳就好。因此,吾認爲人比鬼更可怕。你妳認爲呢?哈!哈!哈!
---------------------
I wrote an article about the Hungry Ghost Festival around the same time last year. Even though the festival has passed, I am still going to introduce the less known sides of a human and a spirit.
As I approached the half century mark in my life, as part of my job scope, I have interacted with countless number of people. Thus I possess a thorough appreciation of the human nature. Frankly speaking, I am more afraid of a human than a ghost. The human nature is not pure. When I helped a person, I do not expect him to return any favour. Instead I will be glad if this person does not turn around and harm me. I believe many of you would resonate with my sentiments.
Here, I shall divulge some stories which happened to people around me, to allow you a closer examination of the human nature which is primarily clouded. One of my students got his dreams of overseas studies fulfilled when his father sold their home and raised enough funds. This student had his wish but remains an utter ingrate, one who is unfilial to his parents and does not bother with contribution to the society whatsoever. Instead, he scoffed at his father, is constantly at odds with him and sports a selfish attitude towards the spiritual mortality issues of his parents and siblings. To raise a son to guard against old age? Seemed to me like 'to raise a son to give you more troubles at old age!' I pity the father. I remembered the first day I met this student and was slightly shocked. His face resembled that of a villain from the fictional notorious Bandits Valley. But I still took him in as my disciple, hoping he will change by learning the dharma and eradicating the bad karma and all the filthy thrash from his heart. Alas, I was naive to ignore that a person's appearance stems from his very heart. In the end, he flouted all the precepts, belittled them even and continued his errant ways. Now, his bad karma has accumulated as high as the highest mountains, and as deep as the deepest seas. If he does not repent now, I am afraid it will be too late.
Another student was jobless for some time, despite having a Masters. I got to know of it and immediately applied the principles of metaphysics on him and eventually landed him his current high post job. In addition, I endowed upon him actual knowledge of Buddhism and the basics of metaphysics in hope that he will see the truth of life and understand the different levels of merits. Till today, whenever he comes for my lessons, I would hear new complaints, grudges or new desires. (A grateful person is not prone to complaining.) I thought to myself, he is a guy, a man alright, but he is so full of complaints, just like a vengeful woman! Amituofo! It is not easy to be born a man. Does he really want to be a woman instead? To receive kindness from others yet does not reciprocate, coupled with frequent lies and complaints, if this carries on, he will lose his human form in his next life. The three lower realms awaits. Please wake up urgently!
A client called me, wanting to an analysis of her birth chart to be done. I asked her for the reason. She replied saying she needed help to look for a new job due to her current job dissatisfaction. She helped her manager with good intention but yet ended up being a 'marked' person. She felt it was not worth staying on. As the Chinese saying goes 'the dog that bit Master Lu Dong Bin does not realise his kind heartedness'. Another client, a beautiful flight attendant, got me to audit the Feng shui of her house in a bid to save her crumpling marriage, due to her husband's infidelity. She wished for a baby to complete the family. With my help, she got her wish. I feel that being unfaithful is akin to losing one's focus. To diligently keep oneself focused is the key to a blissful marriage.
Ghosts, on the other hand, are much clearer and more direct in their intentions. As long as you have helped a spirit before, the spirit would be sure to repay your kindness, unlike humans with their warped psyche. Do not expect a fellow human to repay your kindness all the time. You would be lucky if he or she does not return your favour with malice! Thus I feel that a human is far more sinister than a spirit. Don't you think so? Ha ha ha!
english ghost stories 在 Tristan H. 崔璀璨 Youtube 的精選貼文
你有看到這支影片表示我這個禮拜在這公寓剪完,還活著
我都很小心我鬼的室友會聽到所以都戴著耳機剪 哈哈
你有撞鬼的經歷嗎?發生了什麼事呢?
*Remember to hit CC to turn on English subtitles!* ❤️
0:00 片頭 / intro
1:09 戒指被偷走 / ring goes missing
2:35 耳環不見了 / earring goes missing
3:40 夾子不見了 / clip goes missing
4:33 走到我頭旁邊 / walking right up to me
6:11 爬上我的床親我 / getting in bed and kissing my cheek
7:00 求幫忙 / call for help
8:23 樓梯上蹲著一個小孩 / child squatting above my staircase
9:58 底線在哪裡? / Has this crossed the line?
If you're watching this video it means that I was successful in editing this video @ my apartment this week. I was really careful not to let my ghostly roommates hear any of it, so I wore headphones the whole time while editing. lol
Have you ever encountered the paranormal? What happened?
#鬼故事 #鬼月 #靈異故事
--------------------------------------
⭐合作信箱聯繫➔tristan@capsuleinc.cc⭐
--------------------------------------
每週三更新影片 New videos every Wednesday!
更多影片:
🔍️【TOPICS💡 一起坐下談】
https://bit.ly/3nJ76t4
🔍️【VLOGS!✈️ 生活跟我玩】
https://bit.ly/3vCt5Vj
🔍️【MUSIC ♫ 音樂館 ♬】
https://bit.ly/3aYSRLK
-----------------------------------
【崔璀璨 Tristan H.】
YouTube頻道➔ http://www.youtube.com/yakitorisutan
Facebook粉專➔ https://www.facebook.com/yakitorisutan
Instagram主頁➔ https://www.instagram.com/yakitorisutan
![post-title](https://i.ytimg.com/vi/gRha4sdeuBk/hqdefault.jpg)
english ghost stories 在 Ghost Island Media 鬼島之音 Youtube 的最佳解答
Kent Feng (馮世寬) is a top-gun and twice-appointed Taiwan cabinet minister. He was the Minister of National Defense from 2016-2018 and is currently the Minister of the Veterans Affairs Council. In this holiday special, Feng shares stories of his life and his times. It offers rare insights, in English, from this retired three-star general of the ROC Air Force.
Today’s episode is hosted by J.R. Wu - Chief of the Secretariat for INDSR (Institute for National Defense and Security Research) in Taiwan, where Feng was the inaugural chairman. Wu is a former journalist with nearly two decades of media experience in the US and Asia. She has led news bureaus for Reuters and Dow Jones.
Follow us on Twitter @ghostislandme
Add to our tip jar at Patreon (www.patreon.com/Taiwan)
SHOW CREDIT
Host - J.R. Wu
Producer / Editor - Emily Y. Wu (Twitter @emilyywu)
Researchers - Yu-Chen Lai (Twitter @@aGuavaEmoji) and Sam Robbins (Twitter @helloitissam)
Brand Design - Thomas Lee
Production Company - Ghost Island Media
MB019AZ0IEO3KAX
https://ghostisland.media
![post-title](https://i.ytimg.com/vi/8bmNlMe0ASw/hqdefault.jpg)
english ghost stories 在 森零 Youtube 的最讚貼文
今天要來說一個恐怖的睡前鬼故事
裡面擁有嬰兒幽靈,和一個斷頭幽靈
必須滿足它們的願望才能離開,無法達成就會...屍骨無存!!!!
▶每天都會有新影片! 歡迎大家訂閱我!!☛https://goo.gl/k5ySNC
▶最新精華播放清單☛https://goo.gl/H9z7cd
#恐怖遊戲 #鬼故事 #睡前故事
遊戲鏈接:https://store.steampowered.com/app/1078520/Ghost_Stories/
Facebook☛https://www.facebook.com/Forest0
Twitter☛https://twitter.com/Forest_Zer0
業務諮詢 ▶ white10156@gmail.com
喜歡這部影片的話可以按個喜歡,並且幫我分享
想要看更多的話可以訂閱哦
有任何意見都可以在底下留言
我會努力下去的!!
![post-title](https://i.ytimg.com/vi/xoACNdsaoKI/hqdefault.jpg)
english ghost stories 在 18 Creepy Haunted House Stories - True Ghost Stories 的相關結果
18 of the Freakiest, Real-Life Haunted House Stories You'll Ever Hear · 1 The Lemp Mansion in St. Louis, Missouri · 2 The Villisca Axe Murder ... ... <看更多>
english ghost stories 在 Spooky Tales: 13 Ghost Stories in English You Don't Want to ... 的相關結果
13 Spooky English Ghost Stories That'll Keep You Up at Night · 1. “The Legend of Sleepy Hollow” · 2. “The Monkey's Paw” · 3. “The Diary of Mr. Poynter” · 4. “The ... ... <看更多>
english ghost stories 在 Top 10 ghost stories | Fiction | The Guardian 的相關結果
Top 10 ghost stories ; 1. Beloved by Toni Morrison (1987) ; 2. The Turn of the Screw by Henry James (1898) ; 3. Man Tiger by Eka Kurniawan (2015) ... <看更多>