KhoiTrant's repositories

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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

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AIC2023_Track1_Nota

Repository for 2023 AI City Challenge (Track1: Multi-Camera People Tracking)

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coding-interview-university

A complete computer science study plan to become a software engineer.

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DeepSORT

Re-implementation of Deep SORT.

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Diffusion-RWKV

Scaling RWKV-Like Architectures for Diffusion Models

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FeatUp

Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024

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GLEE

[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale

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google-research

Google Research

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Hybrid-LSTM-SEIR

A machine learning for predict COVID19 trend

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img_processing_computer_vision

Through MATLAB Computer Vision and Image Processing | Mathworks

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InstructIR

InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

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jepa

PyTorch code and models for V-JEPA self-supervised learning from video.

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mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

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MDT

Masked Diffusion Transformer is the SOTA for image synthesis. (ICCV 2023)

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notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

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Traffic_Analysis

Some projects have applied YOLOv8 and supervision to address certain traffic problems.

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

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ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

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universal-dic

Official implementation of "Universal Deep Image Compression via Content-Adaptive Optimization with Adapters" presented at WACV 23 (https://arxiv.org/abs/2211.00918).

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VAR

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction"

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VQGAN_TamingTransformer

Reimplement VQGAN_TamingTransformer : “Taming Transformers for high-resolution images synthesis”.

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