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accelerate

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

aic2023_track1_nota

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

coding-interview-university

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

datamining_apiorialgorithm_with_delta_cluster

deepsort

Re-implementation of Deep SORT.

diffusion-rwkv

Scaling RWKV-Like Architectures for Diffusion Models

dvq

featup

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

glee

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

google-research

Google Research

hangers_inpainting

hybrid-lstm-seir

A machine learning for predict COVID19 trend

image_processing

img_processing_computer_vision

Through MATLAB Computer Vision and Image Processing | Mathworks

instructir

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

jepa

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

mamba-minimal

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

mdc

mdt

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

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.

notebooks_diffusion

notes

Course notes

rddn

stamp-boundary-segmentation

traffic_analysis

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

transformers

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

transformers-tutorials

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

ultralytics

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

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).

var

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