# 지원되는 모델

Roboflow를 사용하면 객체 탐지, 세그멘테이션, 분류, 키포인트 및 멀티모달 모델을 배포할 수 있습니다.

이러한 모델은 다음과 함께 배포할 수 있습니다 [Workflows](/roboflow/roboflow-ko/workflows/what-is-workflows.md) 사용:

* [Serverless Hosted API](/roboflow/roboflow-ko/deploy/serverless-hosted-api-v2.md)
* [Dedicated Deployment(CPU 또는 GPU)](/roboflow/roboflow-ko/deploy/dedicated-deployments.md)
* 자체 호스팅([Roboflow Inference](https://inference.roboflow.com/))

아래 표는 일반적인 모델과 학습에 대한 지원을 보여줍니다, [모델 가중치 업로드](/roboflow/roboflow-ko/deploy/upload-custom-weights.md) 및 [모델 가중치 내보내기/다운로드](/roboflow/roboflow-ko/deploy/download-roboflow-model-weights.md)그리고 Serverless Hosted API 배포.

이 표는 Serverless Hosted API로 배포할 수 있는 모델을 설명합니다.

{% hint style="info" %}
모델이 Serverless Hosted API에서 지원되지 않는 경우, 다음 중 하나로 배포해야 합니다 [Dedicated Deployment](/roboflow/roboflow-ko/deploy/dedicated-deployments.md) GPU를 사용하거나 Roboflow Inference를 통해 자체 하드웨어에서 배포해야 합니다.
{% endhint %}

모든 모델은 다음과 함께 사용할 수 있습니다 [Batch Processing](/roboflow/roboflow-ko/deploy/batch-processing.md).

멀티모달 모델을 사용할 때 최적의 성능을 위해 GPU가 구성된 Dedicated Deployments 또는 Batch Processing을 사용하는 것을 권장합니다.

### 객체 탐지

<table data-full-width="true"><thead><tr><th>모델</th><th width="133.8125">작업 유형</th><th data-type="checkbox">Roboflow에서 학습 지원?</th><th data-type="checkbox">모델 가중치 업로드 지원?</th><th data-type="checkbox">모델 가중치 내보내기 지원?</th><th data-type="checkbox">Serverless Hosted API에서 지원</th></tr></thead><tbody><tr><td><a href="/pages/2da5cff62077daa88ac37fb9fa9fae963157b9c1">Roboflow 3.0</a></td><td>객체 탐지</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/20587a953b037b3b416753bc59a55c4b8b6b4209">RF-DETR</a></td><td>객체 탐지</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/a483496efb01d87e44ce74697072ac624128dc88">YOLO26</a></td><td>객체 탐지</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/35e952228e6355f5e2f9c18ef894079baa049ba3">YOLOv12</a></td><td>객체 탐지</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/821c9173d43a770dd79b29b50035415f1930afe7">YOLO11</a></td><td>객체 탐지</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/4de0a9a1b256ba805bde777efc10cc2fe7580105">YOLOv9</a></td><td>객체 탐지</td><td>false</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/b5c0b38f259927609c286899141a01567f83f32d">YOLOv5</a></td><td>객체 탐지</td><td>false</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/b3a9d3ec93dab2d0ae8f031428f1a68c9f0eedd2">Roboflow Instant</a></td><td>객체 탐지</td><td>true</td><td>false</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/a52dd2ab41caeded0f6ad133ebc440325f122ddb">PaliGemma 2</a></td><td>객체 탐지</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/67db5315d931a05cfd780204da84c8d6df3a17f9">YOLOlite</a></td><td>객체 탐지</td><td>true</td><td>false</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/6728256264308764ebf27e2d0d1652e512c54685">OwlV2</a></td><td>객체 탐지</td><td>false</td><td>false</td><td>false</td><td>false</td></tr><tr><td><a href="/pages/c065cfef07e6fb4b3783674aa432d0fc4d40c32f">Grounding DINO</a></td><td>객체 탐지</td><td>false</td><td>false</td><td>false</td><td>false</td></tr></tbody></table>

### 인스턴스 세그멘테이션

<table data-full-width="true"><thead><tr><th>모델</th><th width="139.1875">작업 유형</th><th data-type="checkbox">Roboflow에서 학습 지원?</th><th data-type="checkbox">모델 가중치 업로드 지원?</th><th data-type="checkbox">모델 가중치 내보내기 지원?</th><th data-type="checkbox">Serverless Hosted API에서 지원</th></tr></thead><tbody><tr><td><a href="/pages/2da5cff62077daa88ac37fb9fa9fae963157b9c1">Roboflow 3.0</a></td><td>인스턴스 세그멘테이션</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/20587a953b037b3b416753bc59a55c4b8b6b4209">RF-DETR</a></td><td>인스턴스 세그멘테이션</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/a483496efb01d87e44ce74697072ac624128dc88">YOLO26</a></td><td>인스턴스 세그멘테이션</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/821c9173d43a770dd79b29b50035415f1930afe7">YOLO11</a></td><td>인스턴스 세그멘테이션</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/5731aa2fc6d290c31657590cc838203ec912fc6c">YOLOv7</a></td><td>인스턴스 세그멘테이션</td><td>false</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/b5c0b38f259927609c286899141a01567f83f32d">YOLOv5</a></td><td>인스턴스 세그멘테이션</td><td>false</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/313a19dc2e9b5ab9e5e6ab60a6120cd70f7e2d5e">SAM3</a></td><td>인스턴스 세그멘테이션</td><td>true</td><td>false</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/30f59cbec05072f371e8b6cf5064fe49e24459ad">SAM2</a></td><td>인스턴스 세그멘테이션</td><td>false</td><td>false</td><td>false</td><td>true</td></tr></tbody></table>

### 분류

<table data-full-width="true"><thead><tr><th>모델</th><th width="138.1015625">작업 유형</th><th data-type="checkbox">Roboflow에서 학습 지원?</th><th width="165.47265625" data-type="checkbox">모델 가중치 업로드 지원?</th><th data-type="checkbox">모델 가중치 내보내기 지원?</th><th data-type="checkbox">Serverless Hosted API에서 지원</th></tr></thead><tbody><tr><td><a href="/pages/2da5cff62077daa88ac37fb9fa9fae963157b9c1">Roboflow 3.0</a></td><td>분류</td><td>true</td><td>false</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/26a536d9aa397954ed118b0680ea1d9f876334a1">ViT</a></td><td>분류</td><td>true</td><td>true</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/e5f789a4e64bc394e9fb65c7efc9667cc7a18065">ResNet</a></td><td>분류</td><td>true</td><td>true</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/48d202b5f3665cdabac567484625a8f13817a6f1">Dino v3</a></td><td>분류</td><td>true</td><td>false</td><td>false</td><td>true</td></tr></tbody></table>

### 키포인트 탐지

<table data-full-width="true"><thead><tr><th>모델</th><th width="134.7578125">작업 유형</th><th data-type="checkbox">Roboflow에서 학습 지원?</th><th data-type="checkbox">모델 가중치 업로드 지원?</th><th data-type="checkbox">모델 가중치 내보내기 지원?</th><th data-type="checkbox">Serverless Hosted API에서 지원</th></tr></thead><tbody><tr><td><a href="/pages/2da5cff62077daa88ac37fb9fa9fae963157b9c1">Roboflow 3.0</a></td><td>키포인트 탐지</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/a483496efb01d87e44ce74697072ac624128dc88">YOLO26</a></td><td>키포인트 탐지</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td><a href="/pages/821c9173d43a770dd79b29b50035415f1930afe7">YOLO11</a></td><td>키포인트 탐지</td><td>true</td><td>true</td><td>true</td><td>true</td></tr></tbody></table>

### 시맨틱 세그멘테이션

<table data-full-width="true"><thead><tr><th>모델</th><th width="133.90625">작업 유형</th><th data-type="checkbox">Roboflow에서 학습 지원?</th><th data-type="checkbox">모델 가중치 업로드 지원?</th><th data-type="checkbox">모델 가중치 내보내기 지원?</th><th data-type="checkbox">Serverless Hosted API에서 지원</th></tr></thead><tbody><tr><td><a href="/pages/351ad85a4b2bb5343551e3b0714e387865c2f51f">Roboflow 2.0</a></td><td>시맨틱 세그멘테이션</td><td>true</td><td>false</td><td>false</td><td>true</td></tr></tbody></table>

### 멀티모달

<table data-full-width="true"><thead><tr><th>모델</th><th width="133.90625">작업 유형</th><th data-type="checkbox">Roboflow에서 학습 지원?</th><th data-type="checkbox">모델 가중치 업로드 지원?</th><th data-type="checkbox">모델 가중치 내보내기 지원?</th><th data-type="checkbox">Serverless Hosted API에서 지원</th></tr></thead><tbody><tr><td><a href="/pages/a52dd2ab41caeded0f6ad133ebc440325f122ddb">PaliGemma 2</a></td><td>멀티모달</td><td>true</td><td>true</td><td>true</td><td>true</td></tr><tr><td>Qwen2.5-VL</td><td>멀티모달</td><td>true</td><td>true</td><td>false</td><td>false</td></tr><tr><td><a href="/pages/75b3b00e8ab7b29c63d084988a9cce2f439b4510">SmolVLM2</a></td><td>멀티모달</td><td>true</td><td>false</td><td>false</td><td>false</td></tr><tr><td>SmolVLM 256M</td><td>멀티모달</td><td>true</td><td>false</td><td>false</td><td>false</td></tr><tr><td><a href="/pages/b030171ac14e48de421ab27e46b846ad4d3a60d5">Florence 2</a></td><td>멀티모달</td><td>true</td><td>true</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/8b31da47107e31537edebeadda1755483efa2de1">Qwen3-VL</a></td><td>멀티모달</td><td>true</td><td>true</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/2accbf75f14cbb91b0eb14389c46cf5a3eb1bacf">Qwen3.5</a></td><td>멀티모달</td><td>true</td><td>true</td><td>false</td><td>false</td></tr><tr><td><a href="/pages/f85260db79e10c84ff9eff372bb64031f29cc430">CLIP</a></td><td>멀티모달</td><td>false</td><td>false</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/ace9f52ae3e8233a8511f8f7ea88bb08a44d51e7">YOLO-World</a></td><td>멀티모달</td><td>false</td><td>false</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/33cb78e2e9515fc1920b3d5c0acd55415fd2475d">Moondream2</a></td><td>멀티모달</td><td>false</td><td>false</td><td>false</td><td>false</td></tr><tr><td><a href="/pages/65aa86f3b728b21e642c523aa273383bd9de6a66">Perception Encoder</a></td><td>멀티모달</td><td>false</td><td>false</td><td>false</td><td>false</td></tr></tbody></table>

### OCR

<table data-full-width="true"><thead><tr><th>모델</th><th width="133.90625">작업 유형</th><th data-type="checkbox">Roboflow에서 학습 지원?</th><th data-type="checkbox">모델 가중치 업로드 지원?</th><th data-type="checkbox">모델 가중치 내보내기 지원?</th><th data-type="checkbox">Serverless Hosted API에서 지원</th></tr></thead><tbody><tr><td><a href="/pages/1fab46af014b377be7180532d575aa99bacc8290">DocTR</a></td><td>OCR</td><td>false</td><td>false</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/2ac48eff8e3f2edeec942e0572205173d1513caf">EasyOCR</a></td><td>OCR</td><td>false</td><td>false</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/69c4c69dbfeecf183fc9d7ef18244f54312eb5f6">TrOCR</a></td><td>OCR</td><td>false</td><td>false</td><td>false</td><td>false</td></tr><tr><td><a href="/pages/87d9e8ca535cc9bc4be17e6baa578d2c4823ef41">GLM-OCR</a></td><td>OCR</td><td>false</td><td>false</td><td>false</td><td>true</td></tr></tbody></table>

### 기타

<table data-full-width="true"><thead><tr><th>모델</th><th width="133.90625">작업 유형</th><th data-type="checkbox">Roboflow에서 학습 지원?</th><th data-type="checkbox">모델 가중치 업로드 지원?</th><th data-type="checkbox">모델 가중치 내보내기 지원?</th><th data-type="checkbox">Serverless Hosted API에서 지원</th></tr></thead><tbody><tr><td><a href="/pages/a2fbda2cdff19cfbab4cb01323d485a86cdaa666">L2Cs-Net</a></td><td>시선 탐지</td><td>false</td><td>false</td><td>false</td><td>true</td></tr><tr><td><a href="/pages/eb1c6efe55a4733abcff67f7d8f3f815263efcaa">Depth Anything V2 Small</a></td><td>깊이 추정</td><td>false</td><td>false</td><td>false</td><td>false</td></tr></tbody></table>

### Workflows에서 지원되는 모델

위의 모든 모델은 Workflows에서 실행할 수 있으며, Segment Anything 2, CLIP, OpenAI의 GPT 모델 등도 실행할 수 있습니다. [Workflow에서 실행할 수 있는 모델의 전체 목록을 확인하세요.](https://inference.roboflow.com/workflows/blocks/#Models)


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