Awesome Yolo Object Detection: Curated Index of YOLOv5, YOLOv8, and VLMs

Coderonion curated this repository of YOLO object detection projects and datasets, updated through May 2025. It indexes resources for multiple YOLO versions, including YOLOv5 and YOLOv8, alongside specialized implementations for few-shot and open-world detection.

Use Cases

• Benchmarking YOLOv8 models against few-shot object detection datasets
• Implementing object detection within Spiking Neural Networks (SNN)
• Integrating Large Language Models like Qwen or Llama with vision-language tasks (VLM)

Strengths

• Covers multiple YOLO iterations including v5 and v8
• Includes specialized domains like few-shot and open-world object detection
• Provides links to deployment-specific tools like TensorRT and RKNN

Limitations

• Does not host raw data directly
• Dependent on the persistence of external GitHub links
• Lacks standardized metadata for the linked datasets

Provenance

Source

GitHub repository by coderonion

Collection Method

curated

Freshness

Last updated May 2025.

Geography

global