mehdidc
Deep Learning Researcher
Juelich Supercomputing Center (JSC), Forschungszentrum Jülich GmbH, LAIONGermany
Pinned Repositories
CLIP_benchmark
CLIP-like model evaluation
scaling-laws-openclip
Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)
clip_rerank
Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.
DALLE_clip_score
Simple script to compute CLIP-based scores given a DALL-e trained model.
dpp
Determinantal point process
feed_forward_vqgan_clip
Feed forward VQGAN-CLIP model, where the goal is to eliminate the need for optimizing the latent space of VQGAN for each input prompt
pixel_to_svg
Simple unsupervised segmentation based method for turning a raster image into SVG using potrace.
pomodoro
simple command line pomodoro app with visualization of statistics
py-earth
A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines
large-scale-pretraining-transfer
Code for reproducing the experiments on large-scale pre-training and transfer learning for the paper "Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images" (https://arxiv.org/abs/2106.00116)
mehdidc's Repositories
mehdidc/pomodoro
simple command line pomodoro app with visualization of statistics
mehdidc/DALLE_clip_score
Simple script to compute CLIP-based scores given a DALL-e trained model.
mehdidc/pixel_to_svg
Simple unsupervised segmentation based method for turning a raster image into SVG using potrace.
mehdidc/clip_rerank
Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.
mehdidc/signal_propagation_plot
Signal Propagation Plot (SPP) library
mehdidc/Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
mehdidc/clean-fid
PyTorch - FID calculation with proper image resizing and quantization steps
mehdidc/DALLE_utils
mehdidc/parallel_url_downloader
mehdidc/pypotrace
Python bindings for potrace library
mehdidc/al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
mehdidc/automl-in-healthcare-review
Automated machine learning: Review of the state-of-the-art and opportunities for healthcare
mehdidc/clip-guided-diffusion
mehdidc/CovidPrognosis
COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations
mehdidc/DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
mehdidc/Deep-MI.github.io
Deep Medical Imaging Lab Webpage
mehdidc/dotfiles
mehdidc/EasyOCR
Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai
mehdidc/glide-text2im
GLIDE: a diffusion-based text-conditional image synthesis model
mehdidc/lightly
A python library for self-supervised learning on images.
mehdidc/PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
mehdidc/releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
mehdidc/stylegan2-ada-pytorch
StyleGAN2-ADA - Official PyTorch implementation
mehdidc/stylegan_xl
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
mehdidc/task_adaptation
mehdidc/TecoGAN
This repo will contain source code and materials for the TecoGAN project, i.e. code for a TEmporally COherent GAN
mehdidc/torch-fidelity
High-fidelity performance metrics for generative models in PyTorch
mehdidc/torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models.
mehdidc/vqvae_lightning
mehdidc/webdataset