Awesome-Computer-Vision

Personal Recipe

[1] Visual Transformer: Awesome Visual-Transformer

[2] Multimodal: awesome-vision-language-pretraining-papers, awesome-multimodal-ml, Awesome-Multimodal-Research, Cross-modal_Retrieval_Tutorial, awesome-domain-adaptation, Visual Reasoning, Visual Grounding

[3] OCR: image-text-localization-recognition, awesome-ocr

[4] Video Analysis: Temporal Action Localization, Mulitple Object Tracking, Person ReID, Video Person ReID

[5] Contrast Learning: PyContrast, contrastive_learning_codes

Awesome Computer Vision

[1] Graph Neural Network: GNN, GNN, Graph Classification, Adversarial GNN, Deep GNN

[2] Video Analysis: Action Recognition, Temporal Action Detection, Temporal Action Localization

[3] Adversarial Attack: Adversarial Attack, Adversarial Learning, Robust ML, Graph Attack

[4] 3D Vision: Point Cloud, 3D Reconstruction

[5] AutoML: AutoML, Network Pruning, Network Compression, NAS

[6] Reinforcement Learning: RL, RL, Multiagent RL

[7] Transfer Learning: Transfer Learning, Zero Shot, Meta Learning

[8] GAN: GAN, GAN Applications

[9] Object Detection: Detection, Detection

[10] Object Tracking: Multiple Object Tracking, Tracking

[11] Pose Estimation: Human Pose Estimation, Hand Pose Estimation

[12] Segmentation: Semantic Segmentation

[13] Classification: GAN

[14] Vision-Language Navigation: Vision-Language Navigation, Self-Supervised Learning

[15] Super Resolution: Super Resolution

[16] Denoising: Image Denoising

[17] Anomaly Detection: Anomaly Detection

[18] Interpretability: Interpretability

[19] Trajectory Prediction: Trajectory-Prediction, Interaction Aware Trajectory Prediction