Obafemi Jinadu's Projects
š§āš« 60 Implementations/tutorials of deep learning papers with side-by-side notes š; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), š® reinforcement learning (ppo, dqn), capsnet, distillation, ... š§
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
This repository captures my re-implementation of the DDPM from scratch. It explores the strengths and weaknesses along with some ablation.
Grounded Language-Image Pre-training
The repository for our published paper Instant-level vehicle speed and traffic density estimation using deep neural network
The repository for our paper An Impact Study of Deep Learning-based Low-light Image Enhancement in Intelligent Transportation Systems
A Re-implementation of the Vision Transformer from scratch based off of the paper 'AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE'