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Page 1: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 2: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 3: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

사람이곧회사좋은사람들이좋은게임을만든다는믿음

서우원

Page 4: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 5: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Page 6: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 7: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 8: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 9: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 10: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

— Design R&D (Character Rendering)

— Normal Shift (Face)

— EyeBrow Rendering

— Character FX

— Changing BG Colour (Color Grading , LUT)

— 2D Polygonal Imposters for 3D Crowds

Page 11: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 12: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Body Diffuse Body Normal

Head Diffuse Head Normal

디테일이좋은모델링?

Page 13: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Page 14: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Normal Map Cartoon Map

Page 15: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Page 16: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Page 17: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Character Shader Matcap Character Shader

Page 18: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Character Shader Matcap Character Shader

Page 19: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 20: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

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float3 worldNorm = normalize(unity_WorldToObject[0].xyz * v.normal.x + unity_WorldToObject[1].xyz * v.normal.y + unity_WorldToObject[2].xyz * v.normal.z);

worldNorm = mul((float3x3)UNITY_MATRIX_V, worldNorm);

uv = (worldNorm.xy * 0.5) * v.color.a + 0.5;

Page 21: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Vertex Color Vertex Color Vertex Color

Page 22: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Eyebrow Back Eyebrow FrontEyebrow

Page 23: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Eyebrow

ZTest GEqual ZTest LEqual Alpha Eyebrow

Page 24: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Eyebrow

Hair Eyebrow

(inside)

Face Eyebrow(outside)

Render Queue 800

Ztest LEqualRender Queue 900

Ztest LEqualRender Queue 1000

Ztest LEqualRender Queue 900

Ztest GEqual

Page 25: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 26: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

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Page 27: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

— Matcap

— Add / Multiply

Page 28: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual
Page 29: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

— Matcap

Page 30: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

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Page 31: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Cloud Shadow

Page 32: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Default Map LUT + LUT +

Page 33: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Default LUT

Default LUT

Page 34: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Imposter

— Mesh Polygon

Page 35: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Imposter

— Camera

— Camera

— Texture

Page 36: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Texture

Page 37: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Imposter Shader

— Animation 2 Texture

— Animation Speed, Tempo, Start Time

Page 38: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Model & Imposter

Page 39: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Imposter Animation

Page 40: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

— LookAt System

— Facial Animation

— Story Telling Tools

— PostEffect (Using UberShader)

— BTS

— Machine/Deep Learning ( )

— Bug Detection System

Page 41: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Facial Animation

Page 42: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Facial Animation

Page 43: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

— α

Facial Animation

Page 44: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Facial Tool

Page 45: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

LookAt System

Page 46: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

LookAt System

— Bone Animation

— Idle Idle

Page 47: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

LookAt System

90°90°

Page 48: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Pseudo-Code123456789

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void execute_lookat_after_animation(){Vector3 vhead_dir; // 현재머리가향하는방향Vector3 vlookat_dest; // 바라볼목적지Vector3 vhead_pos; // 머리의현재위치Quat qhead_rot; // 현재 Bip 상의머리회전값

Vector3 _vlookat_dir; // LookAt 연산을위한임시변수Quat _qlookat; // LookAt 연산을위한임시변수float _fdegree; // LookAt 연산을위한임시변수

_vlookat_dir = normalize(vlookat_dest – vhead_pos);_fdegree = degree_a_to_b(vhead_dir , _vlookat_dir);_fdegree = clamp( _fdegree, MIN_HEAD_DEGREE * deltatime, MAX_HEAD_DEGREE * deltatime);_vlookat_dir = rotate_vector3_from_degree( vhead_dir, _fdegree);

_qlookat = quat_from_vector3( _vlookat_dir );

qhead_rot = _qlookat * qhead_rot;}

Page 49: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

LookAt System

Page 50: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Problems on LookAt System

Page 51: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Problems on LookAt System

Page 52: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Problems on LookAt System

Page 53: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Story Telling

Page 54: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Strory Telling

Page 55: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Page 56: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

PostEffect

Page 57: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Post Effect

— Bloom (Using DownScaled Buffer)

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down_scaled_buffer_1_4 = downsample( current_bright_pass_buffer, 1/4 );down_scaled_buffer_1_8 = downsample( current_bright_pass_buffer, 1/8 );down_scaled_buffer_1_16 = downsample( current_bright_pass_buffer, 1/16 );

down_scaled_buffer_1_4 = gaussian_blur(down_scaled_buffer_1_4 );down_scaled_buffer_1_8 = gaussian_blur(down_scaled_buffer_1_8 );down_scaled_buffer_1_16 = gaussian_blur(down_scaled_buffer_1_16 );

bloom(down_scaled_buffer_1_4 , down_scaled_buffer_1_8, down_scaled_buffer_1_16);

Page 58: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Post Effect

— Chromatic Aberration Filter

Page 59: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

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float2 texcoord = input.uv;

float k = _param.y;float kcube = _param.z;float r2 = (texcoord.x - 0.5) * (texcoord.x - 0.5) + (texcoord.y - 0.5) * (texcoord.y - 0.5);float f = 0.0f;if (kcube == 0.0f) {

f = 1.0f + r2 * k;}else {

f = 1.0f + r2 * (k + kcube * sqrt(r2));}

float x = f*(texcoord.x - 0.5f) + 0.5f;float y = f*(texcoord.y - 0.5f) + 0.5f;

float3 final_chromatic = tex2D(ScreenColor, float2(x, y)).rgb;final_chromatic.z = tex2D(ScreenColor, input.uv).b;

Pseudo-Code (Pixel Shader)

Page 60: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

PostEffect

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// scratchfloat scratch_intensity = _scratch_intensity_smooth_vspd_hspd.x;float scratch_smooth = _scratch_intensity_smooth_vspd_hspd.y;float vert_scrach_spd = _scratch_intensity_smooth_vspd_hspd.z;float hori_scrach_spd = _scratch_intensity_smooth_vspd_hspd.w;

float _scratch_lerp = 1.0f; // outer value

float _vert_line = _Time.x * vert_scrach_spd;float _hori_line = _Time.x * hori_scrach_spd;

float2 _noise_texcoord = float2(i.uv.x + _hori_line, _vert_line);float _scratch = tex2D(noise_texture, _noise_texcoord).x;_scratch = 2.0 * (_scratch - scratch_intensity) / clamp(scratch_smooth, 0.01f, 0.1f);_scratch = clamp(1.0 - abs(1.0f - _scratch), 0.0f, 1.0f);_scratch = lerp(_scratch * _scratch_lerp, 0.0f, 1.0f - lookup_texture_desc.w);_scratch *= 0.6;_scratch = 1.0 - _scratch;

Page 61: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

— Chromatic Aberration Filter

— Noise Filter

— Vignette Effect

— Scratched Film Filter

— Color Grading

PostEffectUsing UberShader

— Bloom Filter

— Radial Blur

— Invert Color Filter

Page 62: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Behavior Tree System

Page 63: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Behavior Tree System

Page 64: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Behavior Tree System

Root

Selector

IdleSequencer

attackDistance < 50

Page 65: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Behavior Tree System

Root

Selector

IdleSequencer

attackDistance < 50

Root

Selector

IdleSequencer

Distance < 50

Root

Selector

IdleSequencer

Distance < 50 Selector

attackSequencer

Run AwayHP < 50%

Selector

Page 66: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Behavior Tree System—

Page 67: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Behavior Tree System

Page 68: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Using BlackBoard1234567

Obj = ObjectMgr.get_object( object_id );Vector3 Diff = Obj.get_pos() – MainChr.get_pos();Float fDist = Diff.length();

If( fDist > 10.0f) return true;

Return false;

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Vector3 obj_pos = BlackBoard.get_pos( object_id);Vector3 main_chr_pos = BlackBoard.get_pos( main_chr_id);Vector3 Diff = obj_pos– main_chr_pos;Float fDist = Diff.length();

If( fDist > 10.0f) return true;

Return false;

Page 69: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Machine & Deep Learning

Page 70: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Progressive Growing Of Gans (Tensorflow)Generative adversarial Network

Page 71: 감성을 위한 개발요소 - Unite Seouluniteseoul.com/2019/PDF/D2T1S3.pdfVertex Color Vertex Color Vertex Color . Eyebrow Back Eyebrow Front Eyebrow — — Eyebrow ZTest LEqual

Git : https://github.com/tkarras/progressive_growing_of_gans

Progressive Growing Of Gans (Tensorflow)Generative adversarial Network

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학습구간

학습구간

학습구간

예측구간

예측구간

예측구간

1지역 2지역 3지역 4지역

SaftyZone

Machine Learning (Regression)

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Etc …

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Q&A

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