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Open-source library for NLP & CV Transformers. Includes data augmentation scripts, pretrained language models, text generation, etc.
- Free community usage
- Hosted inference from $0.06/1k tokens
- Enterprise HF solutions for private models
Leading GPU hardware and AI software frameworks (CUDA, TensorRT, etc.) powering ML, data augmentation, object detection, etc.
- Hardware & enterprise software licensing
- No free hardware, some open source SDKs
- Focus on GPU-accelerated AI
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“You Only Look Once” real-time object detection models. Multiple versions (v5, v7, v8). Hosted solutions exist on various platforms.
- Free open source code
- Hosted inference pay-as-you-go
- Enterprise combos on AWS, GCP, etc.
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Open-source PyTorch-based library for object detection and segmentation. Developed by Facebook AI Research.
- Free on GitHub
- No enterprise plan from FB
- Community support only
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Open-source Python library for advanced image augmentation. Some 3rd-party “hosted services” exist for production usage.
- Free library on GitHub
- Hosted solutions might charge usage-based fees
- Community support only
Unified data analytics platform built on Apache Spark, enabling ML training, anomaly detection, data augmentation, and MLOps pipelines.
- Pay-as-you-go usage
- Enterprise deals for big data workloads
- No free tier beyond trial
Computer vision platform enabling object detection model training, data labeling, and data augmentation in the cloud.
- Free tier: limited dataset
- Pro & Enterprise: usage-based
- Focus on CV dataset management
Platform hosting machine learning challenges (Kaggle style). Features data augmentation tasks & advanced ML competitions.
- Free to join challenges
- Enterprise challenge hosting: custom
- Focus on collaborative competitions
SDK for real-time video analytics on NVIDIA GPUs. Provides object detection, face recognition, data augmentation for streaming pipelines.
- Free dev kit
- Enterprise GPU licensing
- Focus on edge & real-time inference
Data labeling and annotation services for images, text, video. Offers data augmentation, autonomous vehicle pipelines, and ML deployment.
- Custom enterprise SOW
- No free plan
- Focus on large-scale annotation