Repository Index

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

• artificial-intelligence
• attention-mechanism
• transformers
• computer-vision

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

• computer-graphics
• computer-vision
• radiance-field

An open source implementation of CLIP.

• deep-learning
• pytorch
• computer-vision
• language-model

PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.

• yolov3
• object-detection
• yolo
• deep-learning

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

• computer-vision
• machine-learning
• robotics
• tracking

Official PyTorch implementation of VisionHOPE: Visual Backbones as Self-Modifying Learning Systems.

• backbone
• computer-vision
• image-classification
• backbone-networks

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

• computer-vision
• machine-learning
• deep-learning
• autonomous-vehicles

The implementation code for "DAGAN: Deep De-Aliasing Generative Adversarial Networks for Fast Compressed Sensing MRI Reconstruction"

• generative-adversarial-network
• mri-reconstruction
• computer-vision
• deep-learning

A Tensorfflow implementation of Attend, Infer, Repeat

• tensorflow
• vae
• neural-networks
• attention-mechanism