Soroush's repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
CelebAMask-HQ
A large-scale face dataset for face parsing, recognition, generation and editing.
cvzone
This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.
DeepLabV3Plus-Pytorch
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Expression-Net
Deep 3DMM facial expression parameter extraction
extreme_3d_faces
Extreme 3D Face Reconstruction: Looking Past Occlusions
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
face-alignment
:fire: 2D and 3D Face alignment library build using pytorch
face-parsing.PyTorch
Using modified BiSeNet for face parsing in PyTorch
hyperseg
HyperSeg - Official PyTorch Implementation
LAB
[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm
lapa-dataset
A large-scale dataset for face parsing (AAAI2020)
lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
pl-sem-seg
PyTorch Lightning based training of Semantic Segmentation models
PythonRobotics
Python sample codes for robotics algorithms.
pytorch-segmentation
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
segmenter
[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation