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在introducing python這個產品中，有8篇Facebook貼文，粉絲數超過52萬的網紅เกมถูกบอกด้วย v.2，也在其Facebook貼文中提到， https://www.humblebundle.com/books/programming-languages-oreilly-books?partner=ggcp แพ็คใหม่จาก Humble นะครัช ครั้งนี้คือ HUMBLE BOOK BUNDLE: PROGRAMM...
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introducing python 在 เกมถูกบอกด้วย v.2 Facebook 的精選貼文

เกมถูกบอกด้วย v.2 By เกมถูกบอกด้วย v.2

2020-07-28 12:43:32 有 261 人按讚
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https://www.humblebundle.com/books/programming-languages-oreilly-books?partner=ggcp
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อสาม ก็ตามชื่อแพ็คคือรวมหนังสือเกี่ยวกับการเขียนโปรแกรมในภาษาต่างๆ ใครที่สนใจหรือทำงานด้านนี้อยู่ก็จัดกันไป
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เกมถูกบอกด้วย v.2

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introducing python 在 โปรแกรมเมอร์ไทย Thai programmer Facebook 的最佳解答

โปรแกรมเมอร์ไทย Thai programmer By โปรแกรมเมอร์ไทย Thai programmer

2020-07-21 05:37:29 有 98 人按讚
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ใช้ AI ตรวจจับใบหน้าคนในรูป
สมัยนี้ดูจะธรรมดาเกินไป คงเห็นกันทำเยอะแล้ว
เรามาดูผลงานวิจัย AI อีกเวอร์ชั่นหนึ่ง
ใช้ตรวจจับอารมณ์คนขณะเรียลไทม์ได้ด้วย ... อะฮะไม่ธรรมดา
.
จาก paper ต้นฉบับ
"Real-time Convolutional Neural Networks for emotion and gender classification"
https://arxiv.org/abs/1710.07557
.
เทคนิคโดยย่อเขาจะใช้ Deep learning เป็นประเภท CNN
มาทำการตรวจจับ 2 อย่างในรูปภาพได้แก่
1) ตรวจสอบว่าเป็น เพศชาย เพศหญิง ...มีความแม่นยำสูง ถูกต้อง 96%
2) ตรวจจับอารมณ์คนได้แก่ ....แต่ความแม่นยำยังต่ำอยู่ ถูกแค่ 66%
.
ซึ่งอารมณ์คนที่จับได้ มี่ 8 อย่าง ดังนี้
“angry”, “disgust”, “fear”, “happy”,“sad”, “surprise”, “neutral”
แปลเป็นไทย
“ โกรธ”,“ รังเกียจ”,“ กลัว”,“ มีความสุข”,“ เศร้า”,“ แปลกใจ”,“ เป็นกลาง”
.
ซึ่งเทคนิคนี้สามารถตรวจจับภาพหน้าคนได้ทั้งแบบภาพนิ่ง
หรือเป็นภาพวีดีโอก็ได้
ในระดับเรียลไทม์ ....ขอบอกเลย
.
แต่เท่าที่ลองจับอารมณ์คน
ก็ยังเห็นผิดพลาดเยอะอยู่นะ
ถ้าคนสีหน้านิ่งเกิ๊นไป ก็ตรวจไม่ได้
ถือว่าปราบเซียนอยู่เหมือนกัน
.
คิดไปคิดมา เปลี่ยนมาตรวจจับหน้าคนในละครแทนดีกว่า
เลยไปเอามาจากละคร "น้ำตากามเทพ" ของจีทีเฮช
เหตุผลนักแสดงเรื่องนี้ เขาเล่นโอเวอร์แอคติ้ง เล่นใหญ่ดี
ผลปรากฏว่าตรวจจับได้ดีขึ้นเยอะ
(แต่ก็ยังมีผิดอยู่ เอ่อๆ บ้าง)
.

ทั้งนี้ในคลิปจะตรวจจับอารมณ์คนอย่างเดียว
จะเห็นเป็นกรอบสี่เหลี่ยมครอบหน้าคน
แล้วขึ้นข้อความบอกว่าสีหน้าอารมณ์ตอนนี้คืออะไร?
แต่ไม่ได้โชว์เพศชาย หรือหญิงให้ดูนะบอกก่อน
:
:
ใครสนใจอยากลองทำ
ก็เชิญดูโค้ดเขาตามนี้เลยครับ
มันเป็นของงานวิจัยเขาโดยตรง
https://github.com/oarriaga/face_classification/
.
ทั้งนี้โค้ดสามารถอ่านจากรูปภาพ
หรือจากกล้องเวบเคมก็ได้ ...ชีวิตดีดี
ภาษาที่ใช้เป็น python ครับผม
แต่เท่าที่ลองรัน ก็เจอผู้สร้างวางยา ยังมีบั๊กอยู่นะครับ ฮ่าาาา
:
ยังไงก็เอาไปศึกษาได้
หรือจะไปต่อยอด ....ทำให้เหนือกว่าเขาก็ได้ครับ
:
สำหรับวิธีติดตั้งและใช้งานภาษาไทย ผมเขียนไว้ที่นี้นะครับ
https://www.patanasongsivilai.com/…/real-time-emotion-detec…
:
หมายเหตุ ในคลิปผมใส่เสียงพูดตัวละครเข้าไป เพื่ออรรถรสในการชม
ติดตามคลิปนี้ได้ที่ youtube อีกที
https://youtu.be/fzgXTNXHOME
.
.
ขอแนะนำหนังสือ "AI ไม่ยาก เรียนรู้ด้วยเลขม. ปลาย"
เน้นพื้นฐานคณิตศาสตร์ระดับเด็กม. ปลาย
ไม่มีโค้ดดิ้งให้ปวดหัว
ก็สั่งซื้อได้ที่นี้ (ขออภัยยังไม่มีเล่มกระดาษขาย)
👉 https://www.mebmarket.com/web/index.php…
.
ส่วนตัวอย่างหนังสือ ก็ดูได้ที่
👉 https://www.dropbox.com/s/fg8l38hc0k9b…/chapter_example.pdf…
.
✍ เขียนโดย โปรแกรมเมอร์ไทย thai programmer
Use AI to detect faces in pictures
It seems too ordinary these days. We probably see a lot of people doing.
Let's see another version of AI research.
Use to detect real-time people's emotions too... Aha. Extraordinary.
.
From the original paper.
"Real-time Convolutional Neural Networks for emotion and gender classification"
https://arxiv.org/abs/1710.07557
.
Brief technique. He will use Deep learning as a CNN type.
Let's do 2 detections in the photo:
1) Check out male, female... High accuracy 96 % accurate
2) Emotional detection. People are.... but accuracy is still low. Only 66 % right.
.
The following 8 people who caught me.
“angry”, “disgust”, “fear”, “happy”,“sad”, “surprise”, “neutral”
Translate to Thai
′′ Angry "," disgusted "," afraid "," happy "," sad "," surprise "," neutral ′′
.
This technique can detect a human face in a slide way.
Or it can be a video.
In real time.... Let me tell you.
.
But I try to catch people's emotions.
Still see a lot of mistakes
If the face is too calm, I can't check.
It's considered a masterful defeat.
.
Think about it. Change to detect people in drama instead.
So I took it from GTH's ′′ Cupid Tears ′′ drama.
This actor reason he plays over action. He plays big.
Turns out a lot better detection
(but still wrong, well, some)
.

In the clip, I will detect emotion only.
I will see it as a square frame in front of people.
So what's the current expressions?
But I didn't show you male or female. I told you first.
:
:
Who is interested in trying it
Let's see his code according to this.
It belongs to his research directly.
https://github.com/oarriaga/face_classification/
.
The code can be read from pictures
Or from the web camera... Life is good.
The language used as python.
But as far as I try, I have found a poisoning creator. There is still a buck. Haha.
:
I can study it anyway.
Or you can go to the top.... You can do it above other people.
:
For how to install and use Thai language, I wrote this here.
https://www.patanasongsivilai.com/blog/real-time-emotion-detection-ai
:
Note in the clip, I put character voice in for the taste of watching.
Follow this clip on YouTube again.
https://youtu.be/fzgXTNXHOME
.
.
Introducing the book ′′ AI. It's not difficult to learn with university numbers. The end ′′
Focusing on the base of math. Level of middle school kids. The end.
No code to get headache
You can order here. (Sorry, no paper book for sale)
👉 https://www.mebmarket.com/web/index.php?action=BookDetails&data=YToyOntzOjc6InVzZXJfaWQiO3M6NzoiMTcyNTQ4MyI7czo3OiJib29rX2lkIjtzOjY6IjEwODI0NiI7fQ
.
Personal like a book. You can see it.
👉 https://www.dropbox.com/s/fg8l38hc0k9b0md/chapter_example.pdf?dl=0
.
✍ Written by Thai programmer thai coderTranslated

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โปรแกรมเมอร์ไทย Thai programmer

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เพจนี้เปิดใช้งานเมื่อ 22 มิถุนายน 2014 เพจนี้เน้นหนักไป ทางการเขียนโปรแกรม คอมพิวเตอร์ และไอที ล้วน ๆ แบบฮาร์ดคอ หรือจะไร้สาระ มุกตลกขำ
ให้สาระด้านไอที คอมพิวเตอร์ และอาชีพโปรแกรมเมอร์ และสายงานด้านคอมพิวเตอร์
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introducing python 在 เกมถูกบอกด้วย v.2 Facebook 的最佳貼文

เกมถูกบอกด้วย v.2 By เกมถูกบอกด้วย v.2

2019-11-04 15:05:11 有 216 人按讚
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https://www.humblebundle.com/…/developing-your-own-games-sp…
วันสุดท้ายสำหรับ HUMBLE BOOK BUNDLE: DEVELOPING YOUR OWN GAMES BY SPRINGER โดยแพคนี้จะหมดเวลาในตอน ตี 2 ที่จะถึงนี้ หรือเหลือเวลาอีกราว 12 ชั่วโมงก่อนหมดเวลา
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อนึ่ง eBook ภาษาอังกฤษล้วน
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อสอง ดีลนี้หมดเวลาในตอน ตี 2 ที่จะถึงนี้
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อสาม ก็ตามชื่อแพคคือรวมหนังสือสอนการสร้างเกมด้วยภาษาและโปรแกรมต่างๆกัน ใครเรียนหรือทำงานด้านนี้อยู่ก็จัดกันไป
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หนังสือดีราคาถูกแบบนี้
ไม่สอยได้ไงพี่น้องงงง
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introducing python 在 コバにゃんチャンネル Youtube 的最讚貼文

コバにゃんチャンネル By コバにゃんチャンネル

2021-10-01 13:19:08 有 9 人看過 有 1 人喜歡
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post-title
コバにゃんチャンネル

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コバにゃん☆です?
2910 subscribers viewes
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introducing python 在 大象中醫 Youtube 的最讚貼文

大象中醫 By 大象中醫

2021-10-01 13:10:45 有 0 人看過 有 0 人喜歡
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大象中醫

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長照是一個劇變的旋轉舞台 百年難得一見 沒有準備的人 被旋轉舞台甩出去 不是坐下就是躺下 而大象中醫是太極的推手 推動著旋轉舞台 讓 所有爬不起來的人 背後有一股推手力量 支撐再站起來
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introducing python 在 大象中醫 Youtube 的最佳解答

大象中醫 By 大象中醫

2021-10-01 13:09:56 有 0 人看過 有 0 人喜歡
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大象中醫

About author
長照是一個劇變的旋轉舞台 百年難得一見 沒有準備的人 被旋轉舞台甩出去 不是坐下就是躺下 而大象中醫是太極的推手 推動著旋轉舞台 讓 所有爬不起來的人 背後有一股推手力量 支撐再站起來
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社群媒體上有些相關的討論：

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introducing python 在 Python 101 - Introducing Python - ENV 859Geo Data Analytics 的推薦與評價

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