object-detection

[ECCV2024 Oral] Official implementation of the paper "Relation DETR: Exploring Explicit Position Relation Prior for Object Detection"

Machine Learning Training Utilities (for TensorFlow and PyTorch)

Easy-to-use finetuned YOLOv8 models.

[CVPR 2024] Official implementation of the paper "Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement"

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

learning materials for PyTorch beginners

Inference and fine-tuning examples for vision models from 🤗 Transformers

AI-assisted media curator for large image/video datasets. Streamlined captioning, cropping, masking for LoRA/diffusion training workflows.

autoupdate paper list

Simple Implementation of Pix2Seq model for object detection in PyTorch

Open Toolkit for Painless Object Detection

Programming assignments and lecture notes of the Deep Learning Specialization taught by Andrew Ng and offered by deeplearning.ai on Coursera.

InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.

An offline AI-powered video analysis tool with object detection (YOLO), image captioning (BLIP), speech transcription (Whisper), audio event detection (PANNs), and AI-generated summaries (LLMs via Ollama). It ensures privacy and offline use with a user-friendly GUI.

Huggingface utilities for Ultralytics/YOLOv8

Easy to use pretrained yolov5 models

GroundVLP: Harnessing Zero-shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection (AAAI 2024)

Real-time football video analytics: player/ball/referee tracking and pitch keypoints. YOLO, HRNet, OSNet, ByteTrack, FastAPI. Game state recognition with lightweight CLIP/VLM validation. Python, OpenCV, CUDA/MPS.

A brand logo detection system by DETR

An SDK for Transformers + YOLO and other SSD family models