Marcus Edel's Projects
Actively maintained ONNX Optimizer
optimizer-visualization
Reproducing the paper "PADAM: Closing The Generalization Gap of Adaptive Gradient Methods In Training Deep Neural Networks" for the ICLR 2019 Reproducibility Challenge
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
The friendly PIL fork
Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Best Student Paper Award)
Sample projects for TensorFlow Lite in C++ with delegates such as GPU EdgeTPU, XNNPACK, NNAPI
Official Pytorch implementation of "Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose", ECCV 2020
PSOPT Optimal Control Software
The implementation of ICASSP 2020 paper "Pixel-level self-paced learning for super-resolution"
A port of PSX Doom to PC, via reverse engineering
Offer an interesting project for PVS-Studio analysis.
The py version of toflow → https://github.com/anchen1011/toflow
torch-optimizer -- collection of optimizers for Pytorch
Retinaface get 80.99% in widerface hard val using mobilenet0.25.
Improved Quake III Arena engine
RidgeRun Inference Framework
On the Variance of the Adaptive Learning Rate and Beyond
ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.
Real-World Super-Resolution via Kernel Estimation and Noise Injection
How to build RNNs and LSTMs from scratch with NumPy.
ROS bridge for CARLA Simulator
Raspberry Pi OpenGL ES 2 without an X server (using EGL)
VK driver for the Raspberry Pi (Broadcom Videocore IV)
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes. CVPR 2020