Preprocessing & Augmentation6 min read
You Might Be Resizing Your Images Incorrectly
Dikshant ShahJan 5, 2026Explainers
Explainers answer "what is" questions about computer vision models, methods and terms in plain language. Start here to understand a concept before you build.
Topic: Explainers
- All topics
- Tutorials711
- Explainers401
- Object Detection366
- Product Updates209
- Model Training185
- Roboflow Workflows185
- Vision Language Models146
- Manufacturing142
- Dataset Management122
- RF-DETR122
- Data Labeling105
- Roboflow Train105
- Model Deployment101
- Comparisons & Alternatives96
- Deep Learning85
- Roboflow Deploy79
- Edge AI79
- Image Segmentation78
- Case Studies77
- Video Analytics77
- Roboflow Inference75
- OCR71
- YOLO68
- Company News & Events68
- Roboflow Universe65
- Benchmarks65
- Roboflow Annotate63
- Image Classification62
- Defect Detection62
- AI Visual Inspection62
- Counting & Measurement56
- Preprocessing & Augmentation53
- Cloud & Data Platforms49
- Model Evaluation48
- Research47
- OpenAI GPT46
- Open-Source VLMs46
- Google Gemini45
- Pose & Keypoint Detection43
- Segment Anything (SAM)43
- Object Tracking42
- Embeddings & Visual Search40
- Zero-Shot & Open-Vocabulary Detection37
- Auto Label37
- Free & Open Source35
- Computer Vision34
- Sports33
- Cameras & Imaging32
- Enterprise30
- Machine Vision28
- Robotics28
- supervision28
- PLCs & Industrial Systems27
- Getting Started26
- Self-Hosting25
- Drone & Aerial Imagery23
- Healthcare & Medical Devices23
- Safety & Security23
- Process Monitoring & OEE21
- ChatGPT, Claude & Coding Agents21
- Retail20
- Inventory & Asset Tracking20
- Weights & Export20
- YOLOv519
- Active Learning & Monitoring19
- Media & Entertainment19
- Partners19
- NVIDIA Jetson18
- YOLOv818
- Vision AI18
- Research & Science17
- Pricing & Costs17
- Food, Beverage & Packaging16
- Workplace Safety & PPE16
- Label & Code Verification16
- Claude16
- Transportation & Rail15
- Infrastructure Inspection15
- Physical AI14
- Consumer Goods & CPG13
- Pilot to Production13
- Depth Estimation12
- NVIDIA12
- Buyer's Guides12
- Vision Agents11
- Agriculture11
- Automotive11
- Energy & Utilities10
- YOLO2610
- Qwen10
- Logistics9
- YOLO119
- Serverless Inference9
- Warehousing9
- Anomaly Detection9
- Action Recognition9
- Migration Guides9
- Security & Compliance9
- Raspberry Pi8
- DINO8
- Dikshant ShahJan 5, 2026
Physical AI8 min readSpatial Intelligence
Timothy MDec 29, 2025
Active Learning & Monitoring6 min readHow to Monitor and Improve AI Models in Production
Timothy MDec 16, 2025
Machine Vision12 min readMachine Vision Lighting Types
Timothy MDec 11, 2025
Drone & Aerial Imagery15 min readAI for Aerial Imagery: RF-DETR Delivers Best-in-Class Speed and Accuracy
Patrick Deschere, Matvei Popov, Dave Rosenberg, and Contributing WriterDec 10, 2025
Defect Detection17 min readBest Defect Detection Algorithms for Manufacturing
Contributing WriterDec 10, 2025
Cameras & Imaging12 min readVision AI Camera Calibration Guide
Timothy MDec 8, 2025
Deep Learning13 min readVision Transformer vs. CNN for Object Detection
Timothy MDec 1, 2025
Segment Anything (SAM)15 min readMeta SAM 3D: Introduction
Timothy MNov 25, 2025
Image Segmentation11 min readWhat Is Promptable Concept Segmentation (PCS)?
Timothy MNov 19, 2025
Segment Anything (SAM)13 min readSAM 3: Segment Anything with Concepts
James Gallagher and Jacob SolawetzNov 19, 2025
Depth Estimation15 min readExplore the Best Depth Estimation Models
Dikshant ShahNov 13, 2025
Roboflow Inference10 min readInference Latency
Timothy MNov 13, 2025
Image Segmentation9 min readWhat Is Image Segmentation?
Contributing WriterNov 12, 2025
Preprocessing & Augmentation3 min readWhen to Use Grayscale as a Preprocessing Step
Joseph NelsonNov 12, 2025
Preprocessing & Augmentation9 min readWhat Is Image Preprocessing and Augmentation?
Joseph NelsonNov 12, 2025