bioclip

Python package and CLI that simplifies using the BioCLIP family of foundation models.

Mushroom for Improvement: Prototypical Few-Shot Learning with Multimodal Fungal Features - FungiCLEF25 @ CVPR-FGVC & LifeCLEF

Batch bird identification and screening with BioCLIP 2.5 and MegaDetector V6.

Tree seedling detection and species identification using YOLO + BioCLIP

Deep learning fish classifier combining ConvNeXt-Tiny (40 species, 98.96% accuracy) with BioCLIP-2 zero-shot recognition and AI-powered habitat mapping

Software for post-processing of data captured with the Insect Detect camera trap.

A Python tool for estimating animal GPS coordinates from camera-trap imagery using known camera position, bearing, and pinhole geometric projection. Uses YOLO+SAHI sliced inference for detection and BioCLIP 2 (via open_clip) for zero-shot species classification.

BioCLIP base model for use with Autodistill.

A fully offline AI survival assistant for iPhone & iPad — on-device LLM, a reviewed field manual, signed offline maps, and CoreML species ID.

Centralized resource to describe and link out to all components of the BioCLIP project (Code, Models, Datasets, Spaces).

Local backyard wildlife webcam rig - motion-gated MegaDetector v6 capture with species ID, individual re-ID, behaviour clips, and a live dashboard.

Intertidal species identification from consumer-drone photos. SAM 3 open-vocabulary segmentation finds organisms, BioCLIP 2 names them, three gates reject false positives. Colab notebook tuned on rocky-shore frames. Built at OceanHackWeek 2026 (Bamfield Marine Sciences Centre).

Repository featuring all additional content for Luka Kowalchuk's MSc Thesis on: A Comparative Evaluation of Vision Transformer and Convolutional Neural Network Performance for Forensically Relevant Dipteran Classification

A tool to help the public identify critters arthropods through an uploaded image!

Open-source biological image and video identification with BioCLIP retrieval, taxonomy constraints, and explainable multimodal reasoning.

A CLIP model training recipe for classifying aquatic invertebrates.

Sort bird photos by species, focus and exposure into one CSV

BlueSky bot account that bring happiness to BlueSky users

Self-hosted bird identification and recording library for Kiwibit bird feeder cameras. Unofficial.

Visual taxonomic identification of beetles using BioCLIP, FastAPI, and a Go CLI/TUI