Dickson Neoh's repositories
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
timm-flutter-pytorch-lite-blogpost
PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.
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.
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
mmdetection
OpenMMLab Detection Toolbox and Benchmark
data-flywheel
Data flywheel to iteratively correct object detection annotations
dinov2
PyTorch code and models for the DINOv2 self-supervised learning method.
fastdup
Find duplicates, outliers, clusters and corrupted images in large scale dataset on your local machine quickly.
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.
freqtrade
Free, open source crypto trading bot
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.
GroundingDINO
Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
icevision
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
jupyter-bbox-widget
A Jupyter widget for annotating images with bounding boxes
lightly
A python library for self-supervised learning on images.
mmdetection_configs
Copy of original mmdetection configs
mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
moondream
tiny vision language model
onnx_clip
An ONNX-based implementation of the CLIP model that doesn't depend on torch or torchvision.
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.
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.
recognize-anything
Code for the Recognize Anything Model (RAM) and Tag2Text Model
sprout_downloader_python
SproutVideos downloader on python
streamlit-img-label
streamlit-img-label is a graphical image annotation tool using streamlit. Annotations are saved as XML files in PASCAL VOC format.
ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite