https://github.com/nikolaevs92/DL-articles-implementation
Very Deep Convolutional Networks for Large-Scale Image Recognition
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
Facial tasks in machine learning operate based on images or video frames (or other datasets) focussed on human faces.
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
Very Deep Convolutional Networks for Large-Scale Image Recognition
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation
Very Deep Convolutional Networks for Large-Scale Image Recognition
RetinaFace: Single-stage Dense Face Localisation in the Wild
FaceNet: A Unified Embedding for Face Recognition and Clustering
Very Deep Convolutional Networks for Large-Scale Image Recognition
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks
FaceNet: A Unified Embedding for Face Recognition and Clustering
Very Deep Convolutional Networks for Large-Scale Image Recognition
Very Deep Convolutional Networks for Large-Scale Image Recognition
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition
Self-supervised learning of a facial attribute embedding from video
FaceNet: A Unified Embedding for Face Recognition and Clustering
Challenges in Representation Learning: A report on three machine learning contests
Very Deep Convolutional Networks for Large-Scale Image Recognition
ArcFace: Additive Angular Margin Loss for Deep Face Recognition
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network
Automatic Recognition of Student Engagement using Deep Learning and Facial Expression
Automatic Recognition of Student Engagement using Deep Learning and Facial Expression
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks
PetFace: A Large-Scale Dataset and Benchmark for Animal Identification
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.