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Diamond Do's Projects

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mask2former icon mask2former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskformer icon maskformer

Per-Pixel Classification is Not All You Need for Semantic Segmentation (NeurIPS 2021, spotlight)

meta-detr icon meta-detr

[T-PAMI 2022] Meta-DETR for Few-Shot Object Detection: Official PyTorch Implementation

models icon models

Models and examples built with TensorFlow

motdt icon motdt

Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification

nanodet icon nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

ncnn icon ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

neural-style-transfer icon neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

nni icon nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

notebooks icon notebooks

Notebooks using the Hugging Face libraries 🤗

object-detection-demo icon object-detection-demo

The repo includes code for performing basic object detection using ssd mobilenet model with tensorflow

once-for-all icon once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

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