Awesome-FoodAI
Datasets
- Food-101 (101 food categories)
- VireoFood-172 (172 food categories & 353 ingredients)
- Recipe1M (1M English recipes & 13M food images)
- ChineseFoodNet (208 food categories)
- Cookpad (Janpanese recipes & food images)
- YouCook2 (Instructional video)
- EPIC-Kitchens (Instructional video)
Recognition
- Multi-Scale Multi-View Deep Feature Aggregation for Food Recognition (TIP, 2020)
- Zero-shot Ingredient Recognition by Multi-Relational Graph Convolutional Network (AAAI, 2020)
- FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging (KDD, 2019)
- Mixed-dish Recognition with Contextual Relation Networks (MM, 2019)
- Wide-Slice Residual Networks for Food Recognition (WACV, 2018)
- Cross-modal Recipe Retrieval with Rich Food Attributes (MM, 2017)
- Deep-based Ingredient Recognition for Cooking Recipe Retrieva (MM, 2016)
Retrieval
- MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model (CVPR, 2020)
- Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images (CVPR, 2019)[code]
- R2GAN: Cross-modal Recipe Retrieval with Generative Adversarial Network (CVPR, 2019)
- Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings (SIGIR, 2018) [code]
- Deep Understanding of Cooking Procedure for Cross-modal Recipe Retrieval (MM, 2018)
- Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images (TPAMI, 2019)
- Learning Cross-modal Embeddings for Cooking Recipes and Food Images (CVPR, 2017) [code]
- Cross-modal Recipe Retrieval with Rich Food Attributes (MM, 2017)
- Cross-modal Recipe Retrieval: How to Cook This Dish? (MMM, 2017)
Generation
- CookGAN: Causality based Text-to-Image Synthesis (CVPR, 2020)
- CookGAN: Meal Image Synthesis from Ingredients (WACV, 2020)
- The art of food: Meal image synthesis from ingredients(arxiv, 2019)
- Inverse Cooking: Recipe Generation from Food Images (CVPR, 2019) [code]
- How to make a pizza: Learning a compositional layer-based GAN model (CVPR, 2019)
Instructional Video Analysis
- Action Modifiers: Learning from Adverbs in Instructional Videos (CVPR, 2020)
- Multi-Modal Domain Adaptation for Fine-Grained Action Recognition (CVPR, 2020)
- DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition (CVPR, 2019)
- Towards Automatic Learning of Procedures from Web Instructional Videos (AAAI, 2018)
- Scaling Egocentric Vision:The EPIC-KITCHENS Dataset (ECCV, 2018)
- CVF Finding “It”: Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos (CVPR, 2018)
- Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos (CVPR, 2017)
Recommendation
Nutrition Estimation
Survey
- A survey on food computing (ACM Computing Surveys, 2019)
Demo
Contact
If you have anything related in FoodAI and want to add in this repo, feel free to contact me at andrewzhu1216@gmail.com.