Md. Saiful Islam's Projects
🧑🏫 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, ... 🧠
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
A collection of resources and papers on Diffusion Models
Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics
TensorFlow documentation
The world's simplest facial recognition api for Python and the command line
all scripts used in gatortron project
Examples and recipes for Llama 2 model
Lightweight Python library for adding real-time multi-object tracking to any detector.
Object Detection and Multi-Object Tracking
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
Saiful Islam Portfolio
High-Resolution Image Synthesis with Latent Diffusion Models
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)