2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Camera calibration & 3D pose estimation tools for AcinoSet

Code from the ECCV 2024 paper "Animal Avatar Reconstructing Animatable 3D Animals from Casual Videos".

3DGS-Avatar: Animatable Avatars via Deformable 3D Gaussian Splatting

[3DV 2024] Official repo of "TeCH: Text-guided Reconstruction of Lifelike Clothed Humans"

Neural Haircut: Prior-Guided Strand-Based Hair Reconstruction. ICCV 2023

"Structure-Aware Sparse-View X-ray 3D Reconstruction" (CVPR 2024) - A Toolbox for CT reconstruction and X-ray Novel View Synthesis

[NeurIPS 2024] Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image

Official implement of ICML2024 Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation

An open-source impl. of Large Reconstruction Models

The official implementation of the paper "MAS: Multiview Ancestral Sampling for 3D Motion Generation Using 2D Diffusion"

training for 3d geometry of crm model

[ECCV 2024] Single Image to 3D Textured Mesh in 10 seconds with Convolutional Reconstruction Model.

Rembg is a tool to remove images background

TC4D: Trajectory-Conditioned Text-to-4D Generation

Code for our CVPR'2024 paper "GauHuman: Articulated Gaussian Splatting from Monocular Human Videos"

Embed human pose information into neural radiance fields (NeRF) to render images of humans in desired poses 🏃 from novel views

Code repository for the paper "Tracking People with 3D Representations". NeurIPS 2021

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

Varen horse model

The official PyTorch code for RoHM: Robust Human Motion Reconstruction via Diffusion.

[CVPR 2024] TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation

(SIGGRAPH 2024) Official repository for "Taming Diffusion Probabilistic Models for Character Control"