rafaelpadilla

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

review_object_detection_metrics

Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.

Deep-Learning-Topics

DeepLearning-VDAO

Here are some of the results of my experiments applying Deep Learning for object detection.

TCF-LMO

TCF-LMO is a network made with dedicated modules to process videos and identify the presence of anomalies in frames. It is composed by: dissimilarity model; a differentiable morphology module; temporal consistency; and classification module.

image_dedupe

tennis_autodistill

spatial-temporal-action-detection

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

agents-course

This repository contains the Hugging Face Agents Course.

autodistill

Images to inference with no labeling (use foundation models to train supervised models).

autodistill-gpt-4v

GPT-4V(ision) module for use with Autodistill.

autodistill-yolov11

YOLOv11 Target Model plugin for Autodistill

blog

Public repo for HF blog posts

circleci-demo-javascript-express

Sample Javascript/Express app building on CircleCI

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

flask-school-app-and-api

Web app and REST API built with Flask

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

langchain

🦜🔗 Build context-aware reasoning applications

ml-server-config

nd9991-c2-Infrastructure-as-Code-v1

Repository for starter code and supporting material

nd9991-c3-hello-world-exercise-solution

Hello world exercise from ND9991 C3 L4

notebooks

Notebooks using the Hugging Face libraries 🤗

pose-detection-keypoints-estimation-yolov8

practicals-2023

Practical courses Khipu 2023

react-slingshot

React + Redux starter kit / boilerplate with Babel, hot reloading, testing, linting and a working example app built in

scene_graph_benchmark

image scene graph generation benchmark

supervision

We write your reusable computer vision tools. 💜

videohash

Near Duplicate Video Detection (Perceptual Video Hashing) - Get a 64-bit comparable hash-value for any video.