PyTorch Tutorial for Deep Learning Researchers

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Refine high-quality datasets and visual AI models

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

OpenMMLab Pose Estimation Toolbox and Benchmark.

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

Code for Neural Motifs: Scene Graph Parsing with Global Context (CVPR 2018)

The Contextual Loss

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

PyTorch bottom-up attention with Detectron2

[ECCV 2020] XingGAN for Person Image Generation

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

🔥🔥A pytorch implementation of Dynamic Convolutional Layer in Dynamic Conditional Convolutional Network for Few-Shot Learning🔥🔥

Official Tensorflow Implementation of the paper "Bidirectional Attentive Fusion with Context Gating for Dense Video Captioning" in CVPR 2018, with code, model and prediction results.

[BMVC 2020 Oral] Bipartite Graph Reasoning GANs for Person Image Generation

Implementing Bag of Visual words approach for object classification and detection

Pytorch implementation of pix2pix for various datasets.

A knowledge base completion method which handles temporal metadata

[ACM MM 2019 Oral] Cycle In Cycle Generative Adversarial Networks for Keypoint-Guided Image Generation

This is the official code for "Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better"

A toolkit for optimizing machine learning models for practical applications

PyTorch code for ROLL, a knowledge-based video story question answering model.

Code for Adaptive Deep Neural Network Inference Optimization with EENet

A Bottom-Up Clustering Approach to Unsupervised Person Re-identification, AAAI 2019 (Oral)

This is the implementation for the ECCV2020 paper Describing Unseen Videos via Multi-Modal Cooperative Dialog Agents.

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

PyTorch Tutorial for Deep Learning Researchers