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[IV 2025, Oral] Official code of "LiDPM: Rethinking Point Diffusion for Lidar Scene Completion"
The simplest, fastest repository for training/finetuning small-sized VLMs.
Winning solution for CryoET object identification challenge
🐍 Geometric Computer Vision Library for Spatial AI
PyTorch extensions for fast R&D prototyping and Kaggle farming
torch-optimizer -- collection of optimizers for Pytorch
Official code for "Tiny Object Detection in Aerial Images".
Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).
D62B Official repo for FEAR: Fast, Efficient, Accurate and Robust Visual Tracker (ECCV 2022)
Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.
Implementations of Recent Papers in Computer Vision
A baseline segmentation example using the comma10k dataset (WIP)
🇺🇦 Speech Recognition & Synthesis for Ukrainian
Tensors and Dynamic neural networks in Python with strong GPU acceleration
An efficient video loader for deep learning with smart shuffling that's super easy to digest
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019
A collection of various deep learning architectures, models, and tips
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Continual Learning tutorials and demo running on Google Colaboratory.
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.
Implement 'Single Shot Text Detector with Regional Attention, ICCV 2017 Spotlight'
Winning Solutions from SpaceNet Road Detection and Routing Challenge