models_info.json

[
    {
        "model_name": "human",
        "display_name": "Human Detection Model",
        "download_url": "https://raw.githubusercontent.com/wuhplaptop/human/main/Human-50e-11n.pt",
        "architecture": "YOLOv11",
        "training_epochs": 50,
        "batch_size": 32,
        "optimizer": "auto",
        "learning_rate": 0.0005,
        "data_augmentation_level": "Moderate",
        "mAP_score": 0.91583,
        "num_images": 10865,
        "class_ids": {
            "0": "Person"
        },
        "datasets_used": [
            "detect-human-lg2ng_v1",
            "human-detection-grmvx_v1",
            "human-detection-p8c2v_v1",
            "human-pysi7_v3",
            "humans-ziarm_v2",
            "people-4evn7-fqlf8-d887c_v3",
            "people-4evn7_v2",
            "person-dataset-kzsop-vemv4-h1uoh-q5vtx_v2",
            "tello-olz2y_v5"
        ],
        "class_image_counts": {
            "Person": 10865
        }
    },
    {
        "model_name": "face",
        "display_name": "Face Detection Model",
        "download_url": "https://raw.githubusercontent.com/wuhplaptop/face-11-n/main/face2.pt",
        "architecture": "YOLOv11",
        "training_epochs": 75,
        "batch_size": 32,
        "optimizer": "auto",
        "learning_rate": 0.0005,
        "data_augmentation_level": "Moderate",
        "mAP_score": 0.99373,
        "num_images": 15349,
        "class_ids": {
            "0": "Face"
        },
        "datasets_used": [
            "face-detection-mik1i_v24",
            "faces-bfigz_v3",
            "head-qug6h_v2"
        ],
        "class_image_counts": {
            "Face": 15349
        }
    },
    {
        "model_name": "guns",
        "display_name": "Guns and Knives Detection Model",
        "download_url": "https://raw.githubusercontent.com/wuhplaptop/guns-100-11m/main/Guns-100-11m.pt",
        "architecture": "YOLOv11",
        "training_epochs": 100,
        "batch_size": 32,
        "optimizer": "auto",
        "learning_rate": 0.0005,
        "data_augmentation_level": "Moderate",
        "mAP_score": 0.85476,
        "num_images": 44219,
        "class_ids": {
            "0": "Gun",
            "1": "Knife"
        },
        "datasets_used": [
            "gun-detection-xwosb_v8",
            "gun-sqvhj_v1",
            "people_with_guns_2-pvcnk_v9",
            "police1_v1",
            "soldier-wclp7_v1",
            "test-e46au_v1",
            "weapon-rl8c4_v3",
            "weapondetection-fdzlo_v4",
            "weapons-detection-x9fnq_v3",
            "wepon_detection_v1"
        ],
        "class_image_counts": {
            "Gun": 44219,
            "Knife": 4038
        }
    },
    {
        "model_name": "car",
        "display_name": "Car Detection Model",
        "download_url": "https://raw.githubusercontent.com/wuhplaptop/yolocar/main/car-75e-11n.pt",
        "architecture": "YOLOv11",
        "training_epochs": 75,
        "batch_size": 32,
        "optimizer": "auto",
        "learning_rate": 0.0005,
        "data_augmentation_level": "Moderate",
        "mAP_score": 0.88072,
        "num_images": 15163,
        "class_ids": {
            "0": "Vehicle"
        },
        "datasets_used": [
            "aerial-cars-rqcqh_v2",
            "bikedetection-7bpwy_v2",
            "car-detection-pyxz2_v4",
            "cars-bytt8_v35",
            "transport-rhkah_v8",
            "vehiclecount_v4",
            "vehicles-q0x2v-8kns4_v1"
        ],
        "class_image_counts": {
            "Vehicle": 15163
        }
    },
    {
        "model_name": "cat",
        "display_name": "Cat Detection Model",
        "download_url": "https://raw.githubusercontent.com/wuhplaptop/cat-yolo/main/Cat-50e-11n.pt",
        "architecture": "YOLOv11",
        "training_epochs": 50,
        "batch_size": 32,
        "optimizer": "auto",
        "learning_rate": 0.0005,
        "data_augmentation_level": "Moderate",
        "mAP_score": 0.98567,
        "num_images": 9147,
        "class_ids": {
            "0": "Cat"
        },
        "datasets_used": [
            "cat-2er75_v4",
            "cats-j6k8r-iakbs_v1",
            "cats-j6k8r_v1",
            "mickey-finder_v1"
        ],
        "class_image_counts": {
            "Cat": 9147
        }
    },
    {
        "model_name": "dog",
        "display_name": "Dog Detection Model",
        "download_url": "https://raw.githubusercontent.com/wuhplaptop/dog-yolo/main/dog-75e-11n.pt",
        "architecture": "YOLOv11",
        "training_epochs": 75,
        "batch_size": 32,
        "optimizer": "auto",
        "learning_rate": 0.0005,
        "data_augmentation_level": "Moderate",
        "mAP_score": 0.99457,
        "num_images": 55924,
        "class_ids": {
            "0": "Full",
            "1": "Head"
        },
        "datasets_used": [
            "doggo-detection-assignment-2_v2"
        ],
        "class_image_counts": {
            "Full": 27965,
            "Head": 27959
        }
    }
]