DavidKo3

Chungbuk Natianal Univ. Math Major Gwangju Institute of Science and Technology (GIST) Information and Telecommunication Major (Computer Vision)

Daejeon

Pinned Repositories

Aho-Corasick-string-matching-algorithm-
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CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
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Deep_metric_learning
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g6
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imgmatch
A duplicate image file finder tool
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maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
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pytorch_triplet_network
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semi_supervised_mean_teacher
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UnsupervisedImageGenPytorch
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Wasserstein-GAN-pytorch
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DavidKo3's Repositories

DavidKo3/AGI-survey
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DavidKo3/Awesome-Mamba-360
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DavidKo3/ChatRWKV
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
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DavidKo3/DarkFusion
machine learning
DavidKo3/deffcode
A cross-platform High-performance FFmpeg based Real-time Video Frames Decoder in Pure Python 🎞️⚡
DavidKo3/DiffusionEdge
Code for AAAI 2024 paper: "DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection"
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DavidKo3/fine-tune-train_segment_anything_2_in_60_lines_of_code
The repository provides code for training/fine tune the Meta Segment Anything Model 2 (SAM 2)
DavidKo3/image-annotator
An opinionated image annotation component designed for Frigate+
DavidKo3/ImGui-AppKit
Project template for single-window GUI apps using Dear ImGui
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DavidKo3/InstantSplat
InstantSplat: Sparse-view SfM-free Gaussian Splatting in Seconds
DavidKo3/kaggle-bitcoin
DavidKo3/KAN_for_image_classification
DavidKo3/KolmogorovArnoldNetworks
Kolmogorov-Arnold Networks implementation with PyTorch
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DavidKo3/kss
KSS: Korean String processing Suite
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DavidKo3/Leffa
Learning Flow Fields in Attention for Controllable Person Image Generation
DavidKo3/lerobot
🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning
DavidKo3/linktransformer
A convenient way to link, deduplicate, aggregate and cluster data(frames) in Python using deep learning
DavidKo3/livekit
End-to-end stack for WebRTC. SFU media server and SDKs.
DavidKo3/llama.cpp
Port of Facebook's LLaMA model in C/C++
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DavidKo3/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
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DavidKo3/local_file_search
Local file search using embedding techniques
DavidKo3/MambaOut
MambaOut: Do We Really Need Mamba for Vision?
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DavidKo3/matmulfreellm
Implementation for MatMul-free LM.
DavidKo3/pagefind
Static low-bandwidth search at scale
DavidKo3/PTQ4SAM
[CVPR 2024] PTQ4SAM: Post-Training Quantization for Segment Anything
DavidKo3/RWKV-LM
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.
DavidKo3/segment-anything-2-real-time
Run Segment Anything Model 2 on a live video stream
DavidKo3/segment-anything-video
MetaSeg: Packaged version of the Segment Anything repository
DavidKo3/sibila
Extract structured data from local or remote LLM models
DavidKo3/specs
ONVIF Network Interface Specifications