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Train transformer language models with reinforcement learning.
[NTIRE2024] official code for "Towards Real-world Video Face Restoration: A New Benchmark"
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
Diagrams for visualizing neural network architecture
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM …
Learning latent representations of registered meshes is useful for many 3D tasks. Techniques have recently shifted to neural mesh autoencoders. Although they demonstrate higher precision than tradi…
Example code for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 3D keypoints and 3D scans.
Tensorflow framework for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 2D or 3D keypoints, and how to generate textured head meshes from Ima…
A lightweight 3D Morphable Face Model library in modern C++
Implementation of a wall segmentation algorithm in PyTorch.
2D Map Alignment With Region Decomposition
Conversion from mesh (.ply files) to bitmap Occupancy map (.png file)
LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping
Python implementation of a live deep learning based age/gender/expression recognizer
Keras implementation of a CNN network for age and gender estimation
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
Caffe-to-Keras weight converter. Can also export weights as Numpy arrays for further processing.
Real-Time Semantic Segmentation in Mobile device
Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)
Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images
[CVPR19] FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image
A tensorflow & keras implementation of Deep Head Pose
An image registration method using convolutional neural network features.
Cork/Face Presentation Attack Detection
Image augmentation for machine learning experiments.