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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, ... 🧠

Language:PythonMIT56064 458 132

open_clip

An open source implementation of CLIP.

Language:PythonNOASSERTION10257 78 485

infinigen

Infinite Photorealistic Worlds using Procedural Generation

Language:PythonBSD-3-Clause5387 87 311

MobileSAM

This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

Language:Jupyter NotebookApache-2.04803 43 125

Semantic-SAM

[ECCV 2024] Official implementation of the paper "Semantic-SAM: Segment and Recognize Anything at Any Granularity"

Language:Python2346 23 93

One-2-3-45

[NeurIPS 2023] Official code of "One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization"

Language:PythonApache-2.01564 72 54

ODISE

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

Language:PythonNOASSERTION857 40 42

Awesome-Segment-Anything

This repository is for the first comprehensive survey on Meta AI's Segment Anything Model (SAM).

MIT830 20 7

finetune-anything

Fine-tune SAM (Segment Anything Model) for computer vision tasks such as semantic segmentation, matting, detection ... in specific scenarios

Language:PythonMIT781 13 55

ReLA

[CVPR2023 Highlight] GRES: Generalized Referring Expression Segmentation

Language:PythonMIT656 5 24

Matcher

[ICLR'24] Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching

Language:PythonNOASSERTION446 27 31

panoptic-segment-anything

Combining Segment Anything (SAM) with Grounded DINO for zero-shot object detection and CLIPSeg for zero-shot segmentation

Language:Jupyter NotebookApache-2.0383 8 5

Michelangelo

[NeurIPS 2023] Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation

Language:PythonGPL-3.0358 21 13

HIPIE

[NeurIPS2023] Code release for "Hierarchical Open-vocabulary Universal Image Segmentation"

Language:Jupyter NotebookMIT271 7 20

NeRF-Texture

[SIGGRAPH 2023, TPAMI 2024] Code for NeRF-Texture: Texture Synthesis with Neural Radiance Fields

Language:C++197 4 8

S-NeRF

[ICLR 2023] S-NeRF: Neural Radiance Fields for Street Views

Language:PythonMIT170 16 17

awesome-planar-reconstruction

A curated list on piecewise-planar reconstruction

CC-BY-4.0166 12 1

NeUDF

The code for "NeUDF: Leaning Neural Unsigned Distance Fields with Volume Rendering (CVPR 2023)"

Language:PythonMIT156 7 6

kit-extension-sample-airoomgenerator

A tool used to create 3D content for rooms by calling OpenAI's API

Language:PythonApache-2.0149 10 13

jimutmap

API to get enormous amount of high resolution satellite images from satellites.pro quickly through multi-threading! create map your own map dataset. Bringing data to Humans.

Language:PythonGPL-3.0144 7 12