Video

The Video API analyzes video and predicts what's inside of it.

The Video API will return a list of predicted concepts for every frame of video. Video is processed at 1 frame per second. This means you will receive a list of concepts for every second of your video.

You can run Predict on your video using a select number of Public Models. The models that are currently supported are: Apparel, Food, General, NSFW, Travel, and Wedding. You make an API call by providing the ModelId parameter as outlined in the Predict API.

Input by URL

clarifai.models.predict(Clarifai.GENERAL_MODEL, 'https://samples.clarifai.com/beer.mp4', true)
          .then(log)
          .catch(log);
from clarifai.rest import Video as ClVideo
        
        model = app.models.get('general-v1.3')
        video = ClVideo(url='https://samples.clarifai.com/beer.mp4')
        model.predict([video])
ClarifaiResponse<List<ClarifaiOutput<Frame>>> frames = client.getDefaultModels().generalVideoModel().predict()
               .withInputs(
                     ClarifaiInput.forImage(ClarifaiImage.ofVideo("https://samples.clarifai.com/beer.mp4"))
                )
               .executeSync();
Objective-C client details coming soon

        curl -X POST \
          -H "Authorization: Bearer {access_token}" \
          -H "Content-Type: application/json" \
          -d '
          {
            "inputs": [
              {
                "data": {
                  "video": {
                    "url": "https://samples.clarifai.com/beer.mp4"
                  }
                }
              }
            ]
          }'\
          https://api.clarifai.com/v2/models/aaa03c23b3724a16a56b629203edc62c/outputs

Input by base64

clarifai.models.predict(Clarifai.GENERAL_MODEL, '/home/user/video.mp4', true)
          .then(log)
          .catch(log);
Python client details coming soon
ClarifaiResponse<List<ClarifaiOutput<Frame>>> frames = client.getDefaultModels().generalVideoModel().predict()
               .withInputs(
                     ClarifaiInput.forImage(ClarifaiImage.ofBase64Video("/home/user/video.mp4"))
                )
               .executeSync();
Objective-C client details coming soon
curl -X POST \
          -H "Authorization: Bearer {access_token}" \
          -H "Content-Type: application/json" \
          -d '
          {
            "inputs": [
              {
                "data": {
                  "video": {
                    "base64": "'"$(base64 /home/user/video.mp4)"'"
                  }
                }
              }
            ]
          }'\
          https://api.clarifai.com/v2/models/aaa03c23b3724a16a56b629203edc62c/outputs

Video Format

The Video API currently accepts videos in the following formats: .avi, .mp4, .wmv, .mov, .gif, and .3gpp.

Video Limits

There are certain limits imposed on you when using the Video API. Some of these are technical in nature, and others are based on your plan. If you need to increase your limits, you may do so by contacting support. Please familiarize yourself with the limits below.

Data Limits

The Video API currently supports videos of up to 80MB in size or 10min in length (whichever comes first) if you are uploading through URL, and videos of up to 10MB in size, if you are uploading through video bytes (base 64). If the video input exceeds the limits, the processing will time out and you will receive a response error.

If your video exceeds the above limits, please follow our tutorial on how to break up a large video into smaller components, and send those components into the Video API.

Show All
Response{
          "status": {
            "code": 10000,
            "description": "Ok"
          },
          "outputs": [
            {
              "id": "f1da7044eb0349cba858d2750e5369a7",
              "status": {
                "code": 10000,
                "description": "Ok"
              },
              "created_at": "2017-05-12T22:51:01.954979448Z",
              "model": {
                "id": "aaa03c23b3724a16a56b629203edc62c",
                "name": "general-v1.3",
                "created_at": "2016-03-09T17:11:39.608845Z",
                "app_id": "",
                "output_info": {
                  "message": "Show output_info with: GET /models/{model_id}/output_info",
                  "type": "concept",
                  "type_ext": "concept"
                },
                "model_version": {
                  "id": "aa9ca48295b37401f8af92ad1af0d91d",
                  "created_at": "2016-07-13T01:19:12.147644Z",
                  "status": {
                    "code": 21100,
                    "description": "Model trained successfully"
                  }
                }
              },
              "input": {
                "id": "ef524c1e486d42299624227e4d8aaf5c",
                "data": {
                  "video": {
                    "url": "https://samples.clarifai.com/beer.mp4"
                  }
                }
              },
              "data": {
                "frames": [
                  {
                    "frame_info": {
                      "index": 0,
                      "time": 0
                    },
                    "data": {
                      "concepts": [
                        {
                          "id": "ai_zJx6RbxW",
                          "name": "drink",
                          "value": 0.98658466,
                          "app_id": ""
                        },
                        {
                          "id": "ai_mCpQg89c",
                          "name": "glass",
                          "value": 0.97975093,
                          "app_id": ""
                        },
                        {
                          "id": "ai_drK6ClJR",
                          "name": "alcohol",
                          "value": 0.9783862,
                          "app_id": ""
                        },
                        {
                          "id": "ai_8XGJjH7R",
                          "name": "foam",
                          "value": 0.97157896,
                          "app_id": ""
                        },
                        {
                          "id": "ai_TBlp0Pt3",
                          "name": "beer",
                          "value": 0.969543,
                          "app_id": ""
                        },
                        {
                          "id": "ai_SsmKLB4z",
                          "name": "bar",
                          "value": 0.96628696,
                          "app_id": ""
                        },
                        {
                          "id": "ai_5VHsZr8N",
                          "name": "liquid",
                          "value": 0.95581007,
                          "app_id": ""
                        },
                        {
                          "id": "ai_Lq00FggW",
                          "name": "desktop",
                          "value": 0.92861253,
                          "app_id": ""
                        },
                        {
                          "id": "ai_7vR9zv7l",
                          "name": "bubble",
                          "value": 0.9082134,
                          "app_id": ""
                        },
                        {
                          "id": "ai_B3MXt5Ng",
                          "name": "refreshment",
                          "value": 0.9020835,
                          "app_id": ""
                        },
                        {
                          "id": "ai_7Xg5SQRW",
                          "name": "luxury",
                          "value": 0.8990605,
                          "app_id": ""
                        },
                        {
                          "id": "ai_786Zr311",
                          "name": "no person",
                          "value": 0.89708906,
                          "app_id": ""
                        },
                        {
                          "id": "ai_3R5pJ6hB",
                          "name": "lager",
                          "value": 0.8938055,
                          "app_id": ""
                        },
                        {
                          "id": "ai_7qwGxLch",
                          "name": "gold",
                          "value": 0.8892093,
                          "app_id": ""
                        },
                        {
                          "id": "ai_wmbvr5TG",
                          "name": "celebration",
                          "value": 0.88606626,
                          "app_id": ""
                        },
                        {
                          "id": "ai_4lvjn8qv",
                          "name": "closeup",
                          "value": 0.881963,
                          "app_id": ""
                        },
                        {
                          "id": "ai_pkvDRSJ1",
                          "name": "mug",
                          "value": 0.8674431,
                          "app_id": ""
                        },
                        {
                          "id": "ai_12dz73B9",
                          "name": "bottle",
                          "value": 0.86288416,
                          "app_id": ""
                        },
                        {
                          "id": "ai_zFnPQdgB",
                          "name": "wood",
                          "value": 0.86252767,
                          "app_id": ""
                        },
                        {
                          "id": "ai_8LWlDfFD",
                          "name": "table",
                          "value": 0.86069393,
                          "app_id": ""
                        }
                      ]
                    }
                  },
                  {
                    "frame_info": {
                      "index": 1,
                      "time": 1000
                    },
                    "data": {
                      "concepts": [
                        {
                          "id": "ai_zJx6RbxW",
                          "name": "drink",
                          "value": 0.98658466,
                          "app_id": ""
                        },
                        {
                          "id": "ai_mCpQg89c",
                          "name": "glass",
                          "value": 0.97975093,
                          "app_id": ""
                        },
                        {
                          "id": "ai_drK6ClJR",
                          "name": "alcohol",
                          "value": 0.9783862,
                          "app_id": ""
                        },
                        {
                          "id": "ai_8XGJjH7R",
                          "name": "foam",
                          "value": 0.97157896,
                          "app_id": ""
                        },
                        {
                          "id": "ai_TBlp0Pt3",
                          "name": "beer",
                          "value": 0.969543,
                          "app_id": ""
                        },
                        {
                          "id": "ai_SsmKLB4z",
                          "name": "bar",
                          "value": 0.96628696,
                          "app_id": ""
                        },
                        {
                          "id": "ai_5VHsZr8N",
                          "name": "liquid",
                          "value": 0.95581007,
                          "app_id": ""
                        },
                        {
                          "id": "ai_7vR9zv7l",
                          "name": "bubble",
                          "value": 0.9082134,
                          "app_id": ""
                        },
                        {
                          "id": "ai_B3MXt5Ng",
                          "name": "refreshment",
                          "value": 0.9020835,
                          "app_id": ""
                        },
                        {
                          "id": "ai_786Zr311",
                          "name": "no person",
                          "value": 0.89708906,
                          "app_id": ""
                        },
                        {
                          "id": "ai_3R5pJ6hB",
                          "name": "lager",
                          "value": 0.8938055,
                          "app_id": ""
                        },
                        {
                          "id": "ai_7qwGxLch",
                          "name": "gold",
                          "value": 0.8834515,
                          "app_id": ""
                        },
                        {
                          "id": "ai_pkvDRSJ1",
                          "name": "mug",
                          "value": 0.8674431,
                          "app_id": ""
                        },
                        {
                          "id": "ai_b01mhdxB",
                          "name": "party",
                          "value": 0.8603341,
                          "app_id": ""
                        },
                        {
                          "id": "ai_XNmzgDnF",
                          "name": "pub",
                          "value": 0.85809004,
                          "app_id": ""
                        },
                        {
                          "id": "ai_2gmKZLxp",
                          "name": "cold",
                          "value": 0.85319245,
                          "app_id": ""
                        },
                        {
                          "id": "ai_Lq00FggW",
                          "name": "desktop",
                          "value": 0.8506696,
                          "app_id": ""
                        },
                        {
                          "id": "ai_54zxXFGL",
                          "name": "full",
                          "value": 0.84634554,
                          "app_id": ""
                        },
                        {
                          "id": "ai_zFnPQdgB",
                          "name": "wood",
                          "value": 0.8446485,
                          "app_id": ""
                        },
                        {
                          "id": "ai_wmbvr5TG",
                          "name": "celebration",
                          "value": 0.8383831,
                          "app_id": ""
                        }
                      ]
                    }
                  },
                  {
                    "frame_info": {
                      "index": 2,
                      "time": 2000
                    },
                    "data": {
                      "concepts": [
                        {
                          "id": "ai_zJx6RbxW",
                          "name": "drink",
                          "value": 0.9856042,
                          "app_id": ""
                        },
                        {
                          "id": "ai_mCpQg89c",
                          "name": "glass",
                          "value": 0.97975093,
                          "app_id": ""
                        },
                        {
                          "id": "ai_8XGJjH7R",
                          "name": "foam",
                          "value": 0.9755833,
                          "app_id": ""
                        },
                        {
                          "id": "ai_786Zr311",
                          "name": "no person",
                          "value": 0.9733174,
                          "app_id": ""
                        },
                        {
                          "id": "ai_TBlp0Pt3",
                          "name": "beer",
                          "value": 0.969543,
                          "app_id": ""
                        },
                        {
                          "id": "ai_SsmKLB4z",
                          "name": "bar",
                          "value": 0.94170487,
                          "app_id": ""
                        },
                        {
                          "id": "ai_5VHsZr8N",
                          "name": "liquid",
                          "value": 0.92778283,
                          "app_id": ""
                        },
                        {
                          "id": "ai_2gmKZLxp",
                          "name": "cold",
                          "value": 0.9227257,
                          "app_id": ""
                        },
                        {
                          "id": "ai_3PlgVmlN",
                          "name": "food",
                          "value": 0.9179274,
                          "app_id": ""
                        },
                        {
                          "id": "ai_drK6ClJR",
                          "name": "alcohol",
                          "value": 0.90887475,
                          "app_id": ""
                        },
                        {
                          "id": "ai_B3MXt5Ng",
                          "name": "refreshment",
                          "value": 0.9045203,
                          "app_id": ""
                        },
                        {
                          "id": "ai_3R5pJ6hB",
                          "name": "lager",
                          "value": 0.8938055,
                          "app_id": ""
                        },
                        {
                          "id": "ai_WbwL0pPL",
                          "name": "breakfast",
                          "value": 0.87420183,
                          "app_id": ""
                        },
                        {
                          "id": "ai_54zxXFGL",
                          "name": "full",
                          "value": 0.8699659,
                          "app_id": ""
                        },
                        {
                          "id": "ai_pkvDRSJ1",
                          "name": "mug",
                          "value": 0.8674431,
                          "app_id": ""
                        },
                        {
                          "id": "ai_XNmzgDnF",
                          "name": "pub",
                          "value": 0.85809004,
                          "app_id": ""
                        },
                        {
                          "id": "ai_Lq00FggW",
                          "name": "desktop",
                          "value": 0.8506696,
                          "app_id": ""
                        },
                        {
                          "id": "ai_zFnPQdgB",
                          "name": "wood",
                          "value": 0.8446485,
                          "app_id": ""
                        },
                        {
                          "id": "ai_qNxqNBWN",
                          "name": "cream",
                          "value": 0.844169,
                          "app_id": ""
                        },
                        {
                          "id": "ai_7D0mdp1W",
                          "name": "delicious",
                          "value": 0.8397074,
                          "app_id": ""
                        }
                      ]
                    }
                  },
                  {
                    "frame_info": {
                      "index": 3,
                      "time": 3000
                    },
                    "data": {
                      "concepts": [
                        {
                          "id": "ai_8XGJjH7R",
                          "name": "foam",
                          "value": 0.996614,
                          "app_id": ""
                        },
                        {
                          "id": "ai_zJx6RbxW",
                          "name": "drink",
                          "value": 0.9794438,
                          "app_id": ""
                        },
                        {
                          "id": "ai_786Zr311",
                          "name": "no person",
                          "value": 0.9733174,
                          "app_id": ""
                        },
                        {
                          "id": "ai_TBlp0Pt3",
                          "name": "beer",
                          "value": 0.9645849,
                          "app_id": ""
                        },
                        {
                          "id": "ai_mCpQg89c",
                          "name": "glass",
                          "value": 0.94761443,
                          "app_id": ""
                        },
                        {
                          "id": "ai_pkvDRSJ1",
                          "name": "mug",
                          "value": 0.92864025,
                          "app_id": ""
                        },
                        {
                          "id": "ai_2gmKZLxp",
                          "name": "cold",
                          "value": 0.9227257,
                          "app_id": ""
                        },
                        {
                          "id": "ai_5VHsZr8N",
                          "name": "liquid",
                          "value": 0.91797745,
                          "app_id": ""
                        },
                        {
                          "id": "ai_3PlgVmlN",
                          "name": "food",
                          "value": 0.9179274,
                          "app_id": ""
                        },
                        {
                          "id": "ai_WbwL0pPL",
                          "name": "breakfast",
                          "value": 0.904904,
                          "app_id": ""
                        },
                        {
                          "id": "ai_B3MXt5Ng",
                          "name": "refreshment",
                          "value": 0.9045203,
                          "app_id": ""
                        },
                        {
                          "id": "ai_54zxXFGL",
                          "name": "full",
                          "value": 0.889248,
                          "app_id": ""
                        },
                        {
                          "id": "ai_BrnHNkt0",
                          "name": "coffee",
                          "value": 0.8689867,
                          "app_id": ""
                        },
                        {
                          "id": "ai_7D0mdp1W",
                          "name": "delicious",
                          "value": 0.86591685,
                          "app_id": ""
                        },
                        {
                          "id": "ai_SsmKLB4z",
                          "name": "bar",
                          "value": 0.8546975,
                          "app_id": ""
                        },
                        {
                          "id": "ai_mZ2tl6cW",
                          "name": "health",
                          "value": 0.8544879,
                          "app_id": ""
                        },
                        {
                          "id": "ai_cHsR7RS8",
                          "name": "milk",
                          "value": 0.852397,
                          "app_id": ""
                        },
                        {
                          "id": "ai_zFnPQdgB",
                          "name": "wood",
                          "value": 0.8446485,
                          "app_id": ""
                        },
                        {
                          "id": "ai_qNxqNBWN",
                          "name": "cream",
                          "value": 0.844169,
                          "app_id": ""
                        },
                        {
                          "id": "ai_8LWlDfFD",
                          "name": "table",
                          "value": 0.837438,
                          "app_id": ""
                        }
                      ]
                    }
                  },
                  {
                    "frame_info": {
                      "index": 4,
                      "time": 4000
                    },
                    "data": {
                      "concepts": [
                        {
                          "id": "ai_8XGJjH7R",
                          "name": "foam",
                          "value": 0.996614,
                          "app_id": ""
                        },
                        {
                          "id": "ai_786Zr311",
                          "name": "no person",
                          "value": 0.9748836,
                          "app_id": ""
                        },
                        {
                          "id": "ai_TBlp0Pt3",
                          "name": "beer",
                          "value": 0.9645849,
                          "app_id": ""
                        },
                        {
                          "id": "ai_zJx6RbxW",
                          "name": "drink",
                          "value": 0.96217895,
                          "app_id": ""
                        },
                        {
                          "id": "ai_3PlgVmlN",
                          "name": "food",
                          "value": 0.9179274,
                          "app_id": ""
                        },
                        {
                          "id": "ai_WbwL0pPL",
                          "name": "breakfast",
                          "value": 0.904904,
                          "app_id": ""
                        },
                        {
                          "id": "ai_B3MXt5Ng",
                          "name": "refreshment",
                          "value": 0.9045203,
                          "app_id": ""
                        },
                        {
                          "id": "ai_2gmKZLxp",
                          "name": "cold",
                          "value": 0.9030821,
                          "app_id": ""
                        },
                        {
                          "id": "ai_mCpQg89c",
                          "name": "glass",
                          "value": 0.8983356,
                          "app_id": ""
                        },
                        {
                          "id": "ai_pkvDRSJ1",
                          "name": "mug",
                          "value": 0.894987,
                          "app_id": ""
                        },
                        {
                          "id": "ai_7D0mdp1W",
                          "name": "delicious",
                          "value": 0.894392,
                          "app_id": ""
                        },
                        {
                          "id": "ai_54zxXFGL",
                          "name": "full",
                          "value": 0.889248,
                          "app_id": ""
                        },
                        {
                          "id": "ai_mZ2tl6cW",
                          "name": "health",
                          "value": 0.8860091,
                          "app_id": ""
                        },
                        {
                          "id": "ai_4sJLn6nX",
                          "name": "dark",
                          "value": 0.8837219,
                          "app_id": ""
                        },
                        {
                          "id": "ai_zFnPQdgB",
                          "name": "wood",
                          "value": 0.8712319,
                          "app_id": ""
                        },
                        {
                          "id": "ai_BrnHNkt0",
                          "name": "coffee",
                          "value": 0.8695712,
                          "app_id": ""
                        },
                        {
                          "id": "ai_8LWlDfFD",
                          "name": "table",
                          "value": 0.8664293,
                          "app_id": ""
                        },
                        {
                          "id": "ai_SsmKLB4z",
                          "name": "bar",
                          "value": 0.8546975,
                          "app_id": ""
                        },
                        {
                          "id": "ai_cHsR7RS8",
                          "name": "milk",
                          "value": 0.852397,
                          "app_id": ""
                        },
                        {
                          "id": "ai_qNxqNBWN",
                          "name": "cream",
                          "value": 0.844169,
                          "app_id": ""
                        }
                      ]
                    }
                  },
                  {
                    "frame_info": {
                      "index": 5,
                      "time": 5000
                    },
                    "data": {
                      "concepts": [
                        {
                          "id": "ai_8XGJjH7R",
                          "name": "foam",
                          "value": 0.997158,
                          "app_id": ""
                        },
                        {
                          "id": "ai_TBlp0Pt3",
                          "name": "beer",
                          "value": 0.97719705,
                          "app_id": ""
                        },
                        {
                          "id": "ai_786Zr311",
                          "name": "no person",
                          "value": 0.9748836,
                          "app_id": ""
                        },
                        {
                          "id": "ai_zJx6RbxW",
                          "name": "drink",
                          "value": 0.96217895,
                          "app_id": ""
                        },
                        {
                          "id": "ai_pkvDRSJ1",
                          "name": "mug",
                          "value": 0.9210669,
                          "app_id": ""
                        },
                        {
                          "id": "ai_3PlgVmlN",
                          "name": "food",
                          "value": 0.9124408,
                          "app_id": ""
                        },
                        {
                          "id": "ai_54zxXFGL",
                          "name": "full",
                          "value": 0.90667903,
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