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dushwe's repositories

AIT

This was orginally written by: https://github.com/hlky

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awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

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awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

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Background-Matting

Background Matting: The World is Your Green Screen

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Public code release for: ColorfulCurves: Palette-Aware Lightness Control and Color Editing via Sparse Optimization (SIGGRAPH 2023) [Ted Chao, Jason Klein, Jianchao Tan, Jose Echevarria, Yotam Gingold]

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ControlNet_TensorRT

天池 NVIDIA TensorRT Hackathon 2023 —— 生成式AI模型优化赛初赛第三名方案

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deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

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deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

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External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

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face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

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Fengshenbang-LM

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文认知智能的基础设施。

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filament

Filament is a real-time physically based rendering engine for Android, iOS, Windows, Linux, macOS and WASM/WebGL

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intro_dgm

An Introduction to Deep Generative Modeling: Examples

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kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

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layout-generation

Layout Generation and Baseline implementations

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libfacedetection

An open source library for face detection in images. The face detection speed can reach 1000FPS.

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LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

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magic-animate

MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model

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novelai-aspect-ratio-bucketing

Implementation of aspect ratio bucketing for training generative image models as described in: https://blog.novelai.net/novelai-improvements-on-stable-diffusion-e10d38db82ac

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pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

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PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

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