dnth

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

behavior-dataset

Dataset for behavior recognition on NAO

clean-up-digital-life-fastdup-blogpost

Eliminate duplicates, blurry, dark, bright and broken images with fastdup and Python.

design-patterns-in-python

My practice to implement design patterns in Python

fastdup-manage-clean-curate-blogpost

Find duplicate and anomalies in your dataset. Identify wrong/confusing labels in your dataset. Uncover data leak in your dataset.

huggingface-timm-mobile-blogpost

Bringing High-Quality Image Models to Mobile: Hugging Face TIMM Meets Android & iOS

mafat-fastdup-blogpost

Data insights from the MAFAT Satellite Vision challenge.

timm-flutter-pytorch-lite-blogpost

PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

yolov5-deepsparse-blogpost

By the end of this post, you will learn how to: Train a SOTA YOLOv5 model on your own data. Sparsify the model using SparseML quantization aware training, sparse transfer learning, and one-shot quantization. Export the sparsified model and run it using the DeepSparse engine at insane speeds. P/S: The end result - YOLOv5 on CPU at 180+ FPS using on

yolov5-torchscript-flutter-blogpost

YOLOv5 real time inference on Android with Torchscript and Flutter

dnth/yolov5-deepsparse-blogpost

By the end of this post, you will learn how to: Train a SOTA YOLOv5 model on your own data. Sparsify the model using SparseML quantization aware training, sparse transfer learning, and one-shot quantization. Export the sparsified model and run it using the DeepSparse engine at insane speeds. P/S: The end result - YOLOv5 on CPU at 180+ FPS using on

dnth/timm-flutter-pytorch-lite-blogpost

PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.

dnth/fastdup-manage-clean-curate-blogpost

Find duplicate and anomalies in your dataset. Identify wrong/confusing labels in your dataset. Uncover data leak in your dataset.

dnth/clean-up-digital-life-fastdup-blogpost

Eliminate duplicates, blurry, dark, bright and broken images with fastdup and Python.

dnth/design-patterns-in-python

My practice to implement design patterns in Python

dnth/dnth

dnth/dnth.github.io

dnth/mmdetection

OpenMMLab Detection Toolbox and Benchmark

dnth/data-flywheel

Data flywheel to iteratively correct object detection annotations

dnth/dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

dnth/dvc-fastai-fastdup

dnth/fastdup

Find duplicates, outliers, clusters and corrupted images in large scale dataset on your local machine quickly.

dnth/flutter_vision

A Flutter plugin for managing both Yolov5 model and Tesseract v4, accessing with TensorFlow Lite 2.x. Support object detection and OCR on both iOS and Android.

dnth/freqtrade

Free, open source crypto trading bot

dnth/from-pytorch-to-edge-deployment-blogpost

In this blog, I show you simple steps to improve your PyTorch model's inference time making them fit to be deployed on the edge.

dnth/GroundingDINO

Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

dnth/icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

dnth/jupyter-bbox-widget

A Jupyter widget for annotating images with bounding boxes

dnth/lightly

A python library for self-supervised learning on images.

dnth/mmdetection_configs

Copy of original mmdetection configs

dnth/mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

dnth/moondream

tiny vision language model

dnth/onnx_clip

An ONNX-based implementation of the CLIP model that doesn't depend on torch or torchvision.

dnth/portio-hugo

Portio Hugo is a simple, minimal and responsive Portfolio Hugo Theme. Portio Hugo is well organized, well-formatted, and named accordingly so it’s easy to change any and all of the design. Portio is built with Bootstrap 4. You can customize it very easily to fit your needs.

dnth/pylabel

Python library for computer vision labeling tasks. The core functionality is to translate bounding box annotations between different formats-for example, from coco to yolo.

dnth/recognize-anything

Code for the Recognize Anything Model (RAM) and Tag2Text Model

dnth/sprout_downloader_python

SproutVideos downloader on python

dnth/streamlit-img-label

streamlit-img-label is a graphical image annotation tool using streamlit. Annotations are saved as XML files in PASCAL VOC format.

dnth/ultralytics

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

dnth/yolox-body-head-hand-face