Google Gemini7 min read
First Impressions with Google’s Gemini
James GallagherDec 13, 2023Benchmarks
Benchmarks measure how computer vision models and VLMs perform on accuracy, speed and cost across real datasets. These posts share results and methods.
Topic: Benchmarks
- All topics
- Tutorials711
- Explainers401
- Object Detection366
- Product Updates209
- Model Training185
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- Vision Language Models146
- Manufacturing142
- Dataset Management122
- RF-DETR122
- Data Labeling105
- Roboflow Train105
- Model Deployment101
- Comparisons & Alternatives96
- Deep Learning85
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- Edge AI79
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- Open-Source VLMs46
- Google Gemini45
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- Segment Anything (SAM)43
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- Auto Label37
- Free & Open Source35
- Computer Vision34
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- Enterprise30
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- supervision28
- PLCs & Industrial Systems27
- Getting Started26
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- Healthcare & Medical Devices23
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- Retail20
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- Label & Code Verification16
- Claude16
- Transportation & Rail15
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- Physical AI14
- Consumer Goods & CPG13
- Pilot to Production13
- Depth Estimation12
- NVIDIA12
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- Vision Agents11
- Agriculture11
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- Energy & Utilities10
- YOLO2610
- Qwen10
- Logistics9
- YOLO119
- Serverless Inference9
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- Anomaly Detection9
- Action Recognition9
- Migration Guides9
- Security & Compliance9
- Raspberry Pi8
- DINO8
- James GallagherDec 13, 2023
OpenAI GPT5 min readExperiments with GPT-4V for Object Detection
James GallagherNov 7, 2023
Embeddings & Visual Search6 min readHow to Use MetaCLIP
Nathan MarracciniNov 3, 2023
Comparisons & Alternatives5 min readComparing Computer Vision Models On Custom Data
Leo UenoOct 24, 2023
Open-Source VLMs6 min readFirst Impressions with LLaVA-1.5
James Gallagher and Piotr SkalskiOct 10, 2023
OpenAI GPT11 min readGPT-4 with Vision: Complete Guide and Evaluation
James Gallagher and Piotr SkalskiSep 27, 2023
Comparisons & Alternatives7 min readHow Good Is Bing (GPT-4) Multimodality?
Leo UenoJul 7, 2023
Zero-Shot & Open-Vocabulary Detection4 min readDetecting Objects with DETIC vs Custom Training
Arty AriuntuyaJul 5, 2023
Model Evaluation8 min readNot All mAPs are Equal and How to Test Model Robustness
Trevor LynnMay 17, 2023
Benchmarks6 min readHPU vs GPU - Benchmarking the Frontier of AI Hardware
Jacob SolawetzDec 30, 2022
Benchmarks6 min readIntel Ice Lake vs Sapphire Rapids on AWS
Jay LoweDec 23, 2022
Benchmarks6 min read📸 Roboflow 100: A Multi-Domain Object Detection Benchmark
Francesco, Jacob Solawetz, and Joseph NelsonNov 28, 2022
Edge AI5 min readApple's M1 is up to 3.6x as fast at training machine learning models
Matt BremsDec 15, 2020
Comparisons & Alternatives14 min readBenchmarking the Major Cloud Vision AutoML Tools
Jacob SolawetzJul 28, 2020
YOLOv516 min readResponding to the Controversy about YOLOv5
Joseph Nelson and Jacob SolawetzJun 12, 2020