Projects in Awesome Lists by dnth
A curated list of projects in awesome lists by dnth .
https://github.com/dnth/x.infer
Framework agnostic computer vision inference. Run 1000+ models by changing only one line of code. Supports models from transformers, timm, ultralytics, vllm, ollama and your custom model.
computer-vision inference-api ollama pytorch-image-models transformers ultralytics vllm
Last synced: 05 Apr 2025
https://github.com/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
Last synced: 14 Apr 2025
https://github.com/dnth/timm-flutter-pytorch-lite-blogpost
PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.
android computer computer-vision dart edge edge-ai edge-computing flutter image-classification pytorch torchscript vision
Last synced: 14 Apr 2025
https://github.com/dnth/supercharge-your-pytorch-image-models-blogpost
Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations
computer-vision onnx onnxruntime onnxruntime-gpu pytorch tensorrt timm
Last synced: 06 Dec 2024
https://github.com/dnth/behavior-dataset
Dataset for behavior recognition on NAO
Last synced: 14 Apr 2025
https://github.com/dnth/yolov5-torchscript-flutter-blogpost
YOLOv5 real time inference on Android with Torchscript and Flutter
android computer-vision flutter machine-learning pytorch torchscript yolov5
Last synced: 06 Dec 2024
https://github.com/dnth/huggingface-timm-mobile-blogpost
Bringing High-Quality Image Models to Mobile: Hugging Face TIMM Meets Android & iOS
android classification-model computer-vision dart disease-prediction flutter huggingface image ios python
Last synced: 14 Apr 2025
https://github.com/dnth/mafat-fastdup-blogpost
Data insights from the MAFAT Satellite Vision challenge.
clustering computer-vision data data-visualization dataset duplicate-detection mafat-radar-challenge validation vision
Last synced: 27 Mar 2025
https://github.com/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.
anomaly-detection computer-vision data-science data-validation duplicate-detection python
Last synced: 27 Mar 2025
https://github.com/dnth/postgresql-multimodal-retrieval
Vector/Hybrid Search & Retrieval on PostgreSQL database using Vision Language Model.
huggingface-datasets multimodal-deep-learning pgvector postgresql retrieval search-engine vector-database vision-language-model
Last synced: 14 Apr 2025
https://github.com/dnth/clean-up-digital-life-fastdup-blogpost
Eliminate duplicates, blurry, dark, bright and broken images with fastdup and Python.
anomaly-detection clustering computer-vision data-science data-validation declutter duplicate-detection google-images organize-photos photography python
Last synced: 27 Mar 2025
https://github.com/dnth/pgsql-search
Simplify PostgreSQL search using Python.
computer-vision embeddings information-retrieval multimodal pgvector postgresql retrieval search search-engine vector-database
Last synced: 11 Apr 2025
https://github.com/dnth/active-vision
Active learning for computer vision.
active-learning computer-vision data-centric-ai deep-learning
Last synced: 07 May 2025
https://github.com/dnth/vlm-parser
Extract information from your images using VLM.
Last synced: 23 Feb 2025
https://github.com/dnth/microalgae-cell-counter-blogpost
Accompanying repo for the blogpost Modelling a Microalgae Cell Counter with Deep Learning on dicksonneoh.com
Last synced: 27 Mar 2025
https://github.com/dnth/x.retrieval
Evaluate your multimodal retrieval system with any models and datasets.
Last synced: 10 Apr 2025
https://github.com/dnth/design-patterns-in-python
My practice to implement design patterns in Python
Last synced: 27 Mar 2025
https://github.com/dnth/rpi_inference
Computer vision inference on Raspberry Pi.
Last synced: 09 Apr 2025
https://github.com/dnth/cv-docker-images
A collection of Dockerfiles to build computer vision containers for deployment.
Last synced: 09 Apr 2025
https://github.com/dnth/self-supervised-timm
Adapt TIMM backbone to your custom dataset with self-supervised learning in fastai
Last synced: 27 Mar 2025
https://github.com/dnth/cv-data-flywheel
A computer vision data flywheel for image classification.
Last synced: 04 Apr 2025
https://github.com/dnth/vlhf
Visual Layer <-> Hugging Face integration for data in/out.
Last synced: 27 Mar 2025
https://github.com/dnth/bentoml-model-chaining
Chain multiple models together using BentoML. Run inference with an API endpoint. Deploy anywhere Docker runs.
Last synced: 27 Mar 2025
https://github.com/dnth/car_plate_localization
Localization of number in car plate
Last synced: 27 Mar 2025
https://github.com/dnth/data-flywheel
Data flywheel to iteratively correct object detection annotations
Last synced: 27 Mar 2025
https://github.com/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.
Last synced: 27 Mar 2025