#EfficientNet

@doyouknnow.bsky.social

3 months ago

튜링에서 DeepSeek까지, AI 80년의 모든 것 – 겨울 2번 버티고 폭발한 진짜 역사 AI의 역사는 '과장된 약속 → 혹독한 겨울 → 하드웨어·데이터·알고리즘 삼박자의 혁신'이 반복된 이야기예요. 지금의 Ch

튜링의 논문부터 ChatGPT, Sora, DeepSeek-R1까지 – AI의 과거·현재·미래를 한 번에 정리한 역사 끝판왕 가이드. DBN부터 EfficientNet까지 빠진 모델 없이 완벽 정리!

#AI역사 #AlphaGo #ChatGPT #CNN #EfficientNet #ResNet #Transformer #딥러닝 #생성형AI #인공지능
doyouknow.kr/846/ai-histo...

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@doyouknnow.bsky.social

3 months ago

Vision Transformer(ViT) 완벽 분석! 이미지를 16×16 패치로 분할, Self-Attention으로 전역 패턴 학습. ViT-H/14 ImageNet 88.55% 달성, ResNet보다 4배 효율적! CNN vs ViT 성능 비교, Inductive Bias 차이, CLIP 텍스트-이미지 연결, Segment Anything(SAM) 범용 분할까지 완벽 가이드.

#CLIP #CNN #EfficientNet #InductiveBias #ResNet #SAM
doyouknow.kr/602/vision-t...

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GetNews.me

@getnews-me.bsky.social

5 months ago

CNNs vs Vision Transformers on SpaceNet: Balanced vs Imbalanced

EfficientNet‑B0 hit 93% test accuracy on the imbalanced SpaceNet split and 99% when the data were balanced, while ViT‑Base matched the 93% on the imbalanced set. Read more: getnews.me/cnns-vs-vision-transform... #efficientnet #vit #spacenet

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GetNews.me

@getnews-me.bsky.social

5 months ago

EfficientNet Model Detects Real, Deepfake, and Plastic‑Surgery Faces

EfficientNet‑based classifier labels photos as authentic, deepfake or plastic‑surgery altered, a three‑category view. Preprint posted 12 Sep 2025. getnews.me/efficientnet-model-detec... #efficientnet #deepfake #plasticsurgery

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Eran Feit

@feitgemel.bsky.social

7 months ago

How to Classify images using Efficientnet B0 Classify any image in seconds using Python and the pre-trained EfficientNetB0 model from TensorFlow.This beginner-friendly tutorial shows how to load an

Classify any image in seconds using Python , EfficientNetB0 model and TensorFlow.

You can find link for the code in the blog : eranfeit.net/how-to-class...

Link for the tutorial : youtu.be/lomMTiG9UZ4

Enjoy
Eran

#Python #ImageClassification #Efficientnet #tensorflow #EfficientnetB0