ml-lab

paz

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

SAFA

Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation.

alibi

Algorithms for explaining machine learning models

byt5

cape

Continuous Augmented Positional Embeddings (CAPE) implementation for PyTorch

CenterPose

Single-stage Keypoint-based Category-level Object Pose Estimation from an RGB Image

CodeGen

CodeGen is an open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.

CodeGenX

Code Generation using GPT-J!

crossbeam

deepxde

Deep learning library for solving differential equations and more

encoder4editing

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

flamingo-pytorch

Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

frankmocap

A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

gangealing

Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

language-planner

Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

large-steps-pytorch

Implementation of "Large Steps in Inverse Rendering of Geometry"

merlot

MERLOT: Multimodal Neural Script Knowledge Models

meshroom

3D Reconstruction Software

MetaMetaLearning

Evolve plastic networks to be able to automatically acquire novel cognitive (meta-learning) tasks

mup

maximal update parametrization (µP)

poolformer

PoolFormer: MetaFormer is Actually What You Need for Vision (CVPR 2022 Oral)

RareGAN

[AAAI 2022] RareGAN: Generating Samples for Rare Classes

stylegan3-editing

Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" https://arxiv.org/abs/2201.13433

StyleSwin

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

t-zero

Reproduce results and replicate training fo T0 (Multitask Prompted Training Enables Zero-Shot Task Generalization)

tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

tmrl

TrackMania 2020 through RL

YOLOS

You Only Look at One Sequence (NeurIPS 2021)

Yolov5-Fire-Detection

Train yolov5 to detect fire in an image or video